A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-Tasking (English)
- New search for: Shang, Q.
- New search for: Zhang, L.
- New search for: Feng, L.
- New search for: Hou, Y.
- New search for: Zhong, J.
- New search for: Gupta, A.
- New search for: Tan, K. C.
- New search for: Liu, H.-L.
- New search for: Shang, Q.
- New search for: Zhang, L.
- New search for: Feng, L.
- New search for: Hou, Y.
- New search for: Zhong, J.
- New search for: Gupta, A.
- New search for: Tan, K. C.
- New search for: Liu, H.-L.
In:
2019 IEEE Congress on Evolutionary Computation (CEC)
;
2153-2159
;
2019
- Conference paper / Electronic Resource
-
Title:A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-Tasking
-
Contributors:Shang, Q. ( author ) / Zhang, L. ( author ) / Feng, L. ( author ) / Hou, Y. ( author ) / Zhong, J. ( author ) / Gupta, A. ( author ) / Tan, K. C. ( author ) / Liu, H.-L. ( author )
-
Published in:
-
Publisher:
- New search for: IEEE
-
Publication date:2019-06-01
-
Size:242850 byte
-
ISBN:
-
DOI:
-
Type of media:Conference paper
-
Type of material:Electronic Resource
-
Language:English
-
Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
DISH Algorithm Solving the CEC 2019 100-Digit ChallengeViktorin, Adam / Senkerik, Roman / Pluhacek, Michal / Kadavy, Tomas / Zamuda, Ales et al. | 2019
- 1
-
Modelling Standard Work with Simple Virtual AgentsAshlock, Daniel / Saunders, Amanda / Marshall, James / Calder, David et al. | 2019
- 7
-
Applying Memetic algorithm with Improved L-SHADE and Local Search Pool for the 100-digit challenge on Single Objective Numerical OptimizationMolina, Daniel / Herrera, Francisco et al. | 2019
- 14
-
Restart based Collective Information Powered Differential Evolution for Solving the 100-Digit Challenge on Single Objective Numerical OptimizationZhang, Sheng Xin / Shing Chan, Wing / Tang, Kit Sang / Yong Zheng, Shao et al. | 2019
- 19
-
The 100-Digit Challenge: Algorithm jDE100Brest, Janez / Maucec, Mirjam Sepesy / Boskovic, Borko et al. | 2019
- 27
-
Hybrid of PSO and CMA-ES for Global OptimizationXu, Peilan / Luo, Wenjian / Lin, Xin / Qiao, Yingying / Zhu, Tao et al. | 2019
- 34
-
Testing A Multi-Operator based Differential Evolution Algorithm on the 100-Digit Challenge for Single Objective Numerical OptimizationKumar, Abhishek / Misra, Rakesh Kumar / Singh, Devender / Das, Swagatam et al. | 2019
- 41
-
Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling?Zhang, Fangfang / Mei, Yi / Zhang, Mengjie et al. | 2019
- 49
-
Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing ProblemArdeh, Mazhar Ansari / Mei, Yi / Zhang, Mengjie et al. | 2019
- 57
-
A Simulated Annealing Hyper-heuristic for Job Shop Scheduling ProblemsGarza-Santisteban, Fernando / Sanchez-Pamanes, Roberto / Puente-Rodriguez, Luis Antonio / Amaya, Ivan / Ortiz-Bayliss, Jose Carlos / Conant-Pablos, Santiago / Terashima-Marin, Hugo et al. | 2019
- 65
-
Dynamic Tree Growth Algorithm for Load Scheduling in Cloud EnvironmentsStrumberger, Ivana / Tuba, Eva / Bacanin, Nebojsa / Tuba, Milan et al. | 2019
- 73
-
SOM-Guided Evolutionary Search for Solving MinMax Multiple-TSPLupoaie, Vlad-Ioan / Chili, Ivona-Alexandra / Breaban, Mihaela Elena / Raschip, Madalina et al. | 2019
- 81
-
A Structure-Based Partial Solution Search for the Examination Timetabling ProblemRajah, Christopher / Pillay, Nelishia et al. | 2019
- 87
-
Feature Selection of EEG Oscillatory Activity Related to Motor Imagery Using a Hierarchical Genetic AlgorithmLeon, Miguel / Ballesteros, Joaquin / Tidare, Jonatan / Xiong, Ning / Astrand, Elaine et al. | 2019
- 95
-
A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer ScreeningFigueredo, Grazziela P. / Shi, Peng / Parkes, Andrew J. / Evans, Keith / Garibaldi, Jonathan M. / Negm, Ola / Tighe, Patrick J / Sewell, Herbert F. / Robertson, John et al. | 2019
- 103
-
MGKA: A genetic algorithm-based clustering technique for genomic dataNguyen, Hung / Louis, Sushil J. / Nguyen, Tin et al. | 2019
- 111
-
Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical ImagingGalvez, Akemi / Fister, Iztok / Osaba, Eneko / Del Ser, Javier / Iglesias, Andres et al. | 2019
- 119
-
An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm OptimisationAbdollahi, Mahdi / Gao, Xiaoying / Mei, Yi / Ghosh, Shameek / Li, Jinyan et al. | 2019
- 127
-
A Computational Approach for Designing Combination Therapy in Combating GlioblastomaTruong, Terry / Moscato, Pablo / Noman, Nasimul et al. | 2019
- 135
-
Memetic Multi-agent Optimization in High Dimensions using Random EmbeddingsHou, Y. / Jiang, N. / Ge, H. / Zhang, Q. / Qu, X. / Feng, L. / Gupta, A. et al. | 2019
- 142
-
Deep Multi-agent Reinforcement Learning in a Common-Pool Resource SystemZhu, Hanwei / Kirley, Michael et al. | 2019
- 150
-
Searching for Leaders in Complex Networks with a Topological-Signature-Led Genetic AlgorithmYip, Chun Yin / Yip Szeto, Kwok et al. | 2019
- 158
-
Solving the Traveling Salesman Problem with a Multi-Agent SystemYang, Chen / Szeto, Kwok Yip et al. | 2019
- 166
-
Improving Reinforcement FALCON Learning in Complex Environment with Much Delayed Evaluation via Memetic AutomatonZhang, Gengzhi / Feng, Liang / Xie, Yuling / Wu, Zhou / Chen, Lin et al. | 2019
- 174
-
A GP Based Two-Layer Framework for Data-Driven Modeling of Swarm Self-Organizing RulesWang, Tao / Peng, Xingguang / Wu, Yapei / Gao, Jian et al. | 2019
- 182
-
A Novel CMA-ES with an Eigen Coordinates Framework for Parameter Identification in Photovoltaic ModelsWang, Xiaofei / Zhao, Hui / Wei, Zhenglei / Liang, Yajun / Li, Yintong / Han, Tong et al. | 2019
- 191
-
A Novel Binary Negatively Correlated Search for Wind Farm Layout OptimizationNiu, Qun / Jiang, Kecheng / Liu, Bing et al. | 2019
- 197
-
Restart Covariance Matrix Adaptation Evolution Strategy for Solving Wind-integrated Emission Economic Dispatch ProblemsNiu, Qun / Wang, Han / Zhang, Yang et al. | 2019
- 204
-
Hybrid Artificial Bee Colony with Covariance Matrix Adaptation Evolution Strategy for Economic Load DispatchZhang, Xin / Lou, Yang / Yuen, Shiu Yin / Wu, Zhou / He, Yaodong / Zhang, Xiu et al. | 2019
- 210
-
Parameters identification of photovoltaic models using a novel algorithm inspired from nuclear reactionWei, Zhenglei / Huang, Changqiang / Wang, Xiaofei / Zhang, Hongpeng et al. | 2019
- 219
-
A Sustainable Energy Investment Planning Model Based on the Micro-Grid Concept Using Recent Metaheuristic Optimization AlgorithmsMohseni, Soheil / Brent, Alan C. / Burmester, Daniel et al. | 2019
- 227
-
Gaussian Bare-Bones Brain Storm Optimization AlgorithmEl-Abd, Mohammed et al. | 2019
- 234
-
Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT CoefficientsTuba, Eva / Strumberger, Ivana / Bacanin, Nebojsa / Zivkovic, Dejan / Tuba, Milan et al. | 2019
- 242
-
Modified Brain Storm Optimization Algorithm in Objective Space for Pollution-Routing ProblemRauniyar, Amit / Nath, Rahul / Muhuri, Pranab K et al. | 2019
- 248
-
Brain Storm Optimization Algorithm in Objective Space for Reliability-Redundancy Allocation ProblemNath, Rahul / Rauniyar, Amit / Muhuri, Pranab K et al. | 2019
- 254
-
Binocular Pose Estimation for UAV Autonomous Aerial Refueling via Brain Storm OptimizationZhang, Cong / Xu, Xiaobin / Shi, Yuhui / Deng, Yimin / Li, Cong / Duan, Haibin et al. | 2019
- 262
-
Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental DesignWang, Rui / Ma, Lianbo / Zhang, Tao / Cheng, Shi / Shi, Yuhui et al. | 2019
- 271
-
A novel multi-objective competitive swarm optimization algorithm for multi-modal multi objective problemsWang, Ying / Yang, Zhile / Guo, Yuanjun / Zhu, Juncheng / Zhu, Xiaodong et al. | 2019
- 279
-
Dynamic Multimodal Optimization: A Preliminary StudyCheng, Shi / Lu, Hui / Guo, Yi-nan / Lei, Xiujuan / Liang, Jing / Chen, Junfeng / Shi, Yuhui et al. | 2019
- 286
-
MM-NAEMO : Multimodal Neighborhood-sensitive Archived Evolutionary Many-objective Optimization AlgorithmMaity, Kalyanbrata / Sengupta, Raunak / Saha, Sriparna et al. | 2019
- 295
-
Multimodal Multi-objective Optimization Using A Density-based One-by-One Update StrategyShi, Ruizhi / Lin, Wu / Lin, Qiuzhen / Zhu, Zexuan / Chen, Jianyong et al. | 2019
- 302
-
Multimodal Multiobjective Optimization in Feature SelectionYue, C. T. / Liang, J. J. / Qu, B. Y. / Yu, K. J. / Song, H. et al. | 2019
- 310
-
A Scalable Multimodal Multiobjective Test ProblemIshibuchi, Hisao / Peng, Yiming / Shang, Ke et al. | 2019
- 318
-
Cooperative Co-evolution with Soft Grouping for Large Scale Global OptimizationLiu, Weiming / Zhou, Yinda / Li, Bin / Tang, Ke et al. | 2019
- 326
-
Decomposition for Large-scale Optimization Problems with Overlapping ComponentsSun, Yuan / Li, Xiaodong / Ernst, Andreas / Omidvar, Mohammad Nabi et al. | 2019
- 334
-
Differential Grouping with Spectral Clustering for Large Scale Global OptimizationLi, Lin / Fang, Wei / Wang, Quan / Sun, Jun et al. | 2019
- 342
-
Empirical Analysis of Island Model on Large Scale Global OptimizationWang, Ting-Chen / Lin, Chih-Yu / Liaw, Rung-Tzuo / Ting, Chuan-Kang et al. | 2019
- 350
-
CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization ProblemsHiba, Hanan / Bidgoli, Azam Asilian / Ibrahim, Amin / Rahnamayan, Shahryar et al. | 2019
- 359
-
Comparing Large-Scale Global Optimization Competition winners in a real-world problemMolina, Daniel / Nesterenko, Arthur R. / LaTorre, Antonio et al. | 2019
- 366
-
Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical OptimizationBujok, Petr / Zamuda, Ales et al. | 2019
- 372
-
The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit ChallengeKadavy, Tomas / Pluhacek, Michal / Senkerik, Roman / Viktorin, Adam et al. | 2019
- 376
-
Cooperative Optimization Algorithm for the 100-Digit ChallengeZhang, Geng / Shi, Yuhui / Steed Huang, Jun et al. | 2019
- 381
-
Modified L-SHADE for Single Objective Real-Parameter OptimizationYeh, Jia-Fong / Chen, Ting-Yu / Chiang, Tsung-Che et al. | 2019
- 387
-
A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark ProblemsLu, Jiaxin / Zhou, Xinyu / Ma, Yong / Wang, Mingwen / Wan, Jianyi / Wang, Wenjun et al. | 2019
- 395
-
GADE with Fitness-based Opposition and Tidal Mutation for Solving IEEE CEC2019 100-Digit ChallengeEpstein, Alexander / Ergezer, Mehmet / Marshall, Ian / Shue, William et al. | 2019
- 403
-
Evolutionary Algorithm for Project Scheduling under Irregular Resource ChangesZaman, Forhad / Elsayed, Saber / Sarker, Ruhul / Essam, Daryl / Coello Coello, Carlos A. et al. | 2019
- 411
-
A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop SchedulingChen, Jingfang / Wang, Ling / He, Xiao / Huang, Dexian et al. | 2019
- 419
-
Towards an evolutionary guided exact solution to elective surgery scheduling under uncertainty and ward restrictionsRunarsson, Thomas Philip / Sigurpalsson, Asgeir Orn et al. | 2019
- 426
-
Effect of PSO Communication Topologies on Task Matching in Grid ComputingAlbalawi, Eid / Chen, Fujie / Thulasiram, Ruppa / Thulasiraman, Parimala et al. | 2019
- 434
-
Active Sampling for Dynamic Job Shop Scheduling using Genetic ProgrammingKarunakaran, Deepak / Mei, Yi / Chen, Gang / Zhang, Mengjie et al. | 2019
- 442
-
Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary AlgorithmsWang, Yali / Limmer, Steffen / Olhofer, Markus / Emmerich, Michael T.M. / Back, Thomas et al. | 2019
- 450
-
Biasing MCTS with Features for General GamesSoemers, Dennis J. N. J. / Piette, Eric / Browne, Cameron et al. | 2019
- 458
-
Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy gamesAntuori, Valentin / Richoux, Florian et al. | 2019
- 466
-
Neuroevolution of Multimodal Ms. Pac-Man Controllers Under Partially Observable ConditionsPrice, William / Schrum, Jacob et al. | 2019
- 474
-
Infinite Art Gallery: A Game World of Interactively Evolved ArtworkHollingsworth, Bryan / Schrum, Jacob et al. | 2019
- 482
-
Multi-objective cooperative co-evolution of micro for RTS gamesAdhikari, Navin K. / Louis, Sushil J. / Liu, Siming et al. | 2019
- 490
-
Optimization of Multi-Robot Sumo Fight Simulation by a Genetic Algorithm to Identify Dominant Robot CapabilitiesLehner, Joel Enrico / Dornberger, Rolf / Simic, Radovan / Hanne, Thomas et al. | 2019
- 497
-
Autonomous Generation of Observation Schedules for Tracking Satellites with Structured-Chromosome GA OptimisationGreco, Cristian / Gentile, Lorenzo / Filippi, Gianluca / Minisci, Edmondo / Vasile, Massimiliano / Bartz-Beielstein, Thomas et al. | 2019
- 506
-
A Memetic Approach to the Solution of Constrained Min-Max ProblemsFilippi, Gianluca / Vasile, Massimiliano et al. | 2019
- 514
-
An Efficient Genetic Algorithm for Active Space Debris Removal PlanningWang, Dongmei / Li, Lin / Chen, Long et al. | 2019
- 522
-
A Binary NSGA-III for Unsupervised Band Selection in Hyper-spectral Satellite ImagesGupta, Rachana / Nanda, Satyasai Jagannath et al. | 2019
- 530
-
Multi-objective Optimization of Satellite-ground time synchronization Scheduling ProblemWang, Zhaohui / Zhang, Zhongshan / Chen, Yingwu et al. | 2019
- 538
-
Multi-runway Aircraft Arrival Scheduling: A Receding Horizon Control Based Ant Colony System ApproachWu, Li-Jiao / Zhan, Zhi-Hui / Hu, Xiao-Min / Guo, Ping / Zhang, Yanchun / Zhang, Jun et al. | 2019
- 546
-
A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture DesignIrwin-Harris, William / Sun, Yanan / Xue, Bing / Zhang, Mengjie et al. | 2019
- 554
-
Evolutionary Design of Recurrent Neural Network Architecture for Human Activity RecognitionViswambaran, Ramya Anasseriyil / Chen, Gang / Xue, Bing / Nekooei, Mohammad et al. | 2019
- 562
-
PSO-based CNN for Keyword Selection on Google AdsLiang, J. J. / Yang, H. T. / Sun, W. T. / Gao, J. J. et al. | 2019
- 570
-
A Multi-objective Particle Swarm Optimization for Neural Networks PruningWu, Tao / Shi, Jiao / Zhou, Deyun / Lei, Yu / Gong, Maoguo et al. | 2019
- 578
-
Multi-Objective Evolutionary Metric Learning for Image Retrieval Using Convolutional Neural Network FeaturesTang, Xu / Wang, Handing / Jiao, Changzhe et al. | 2019
- 586
-
Blocky Net: A New NeuroEvolution MethodWatts, Thomas / Xue, Bing / Zhang, Mengjie et al. | 2019
- 594
-
Modeling Ant Nest Relocation at Low Active Ratio by Particle Swarm OptimizationSasaki, Hideyasu et al. | 2019
- 604
-
Use of Particle Swarm Optimization in Terrain Classification based on UAV DownwashKim, Iuliia / Matos-Carvalho, J. P. / Viksnin, Ilya / Campos, Luis Miguel / Fonseca, Jose M. / Mora, Andre / Chuprov, Sergey et al. | 2019
- 611
-
PSO Optimal Parameters and Fitness Functions in an NLP TaskTambouratzis, George et al. | 2019
- 619
-
A grouping method based on improved PSO for task allocation in rescue environmentLin, Simeng / Geng, Na / Sun, Jing / Zhang, Yong et al. | 2019
- 627
-
Quantum Bacterial Foraging Optimization Based Interference Coordination in 3D-MIMO SystemsZhou, Yang / Tan, Sijia / Song, Yunchao / Li, Fei et al. | 2019
- 634
-
Enhanced Water Cycle Algorithm with Active Learning and Return StrategyChen, Caihua / Wang, Peng / Dong, Huachao / Wang, Xinjing et al. | 2019
- 641
-
Differential Evolution with Better and Nearest Option for Function OptimizationDong, Haozhen / Gao, Liang / Li, Xinyu / Zhong, Haorang / Zeng, Bing et al. | 2019
- 646
-
A Bi-Strategy Based Optimization Algorithm for the Dynamic Capacitated Electric Vehicle Routing ProblemLu, Jiawen / Wang, Ling et al. | 2019
- 654
-
Optimization on ACC Systems and Layout Design for Maximizing Thermal Comfort and Energy Saving in Large Rooms - A Case StudyQiao, Yan / Zhang, SiWei / Wu, NaiQi / Li, ZhiWu et al. | 2019
- 660
-
A Deadline-Aware Estimation of Distribution Algorithm for Resource Scheduling in Fog Computing SystemsWu, Chu-ge / Wang, Ling et al. | 2019
- 667
-
Migrating Birds Optimization for Lot-streaming flow shop scheduling problemHan, Yuyan / Li, Junqing / Liu, Yiping / Zheng, Zhixin / Pan, Yuxia / Sang, Hongyan / Liu, Lili et al. | 2019
- 673
-
An Evolutionary Algorithm with Heuristic Longest Cycle Crossover for Solving the Capacitated Vehicle Routing ProblemVisutarrom, Thammarsat / Chiang, Tsung-Che et al. | 2019
- 681
-
Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm OptimizationSato, Mayuko / Fukuyama, Yoshikazu / El-Abd, Mohammed / Iizaka, Tatsuya / Matsui, Tetsuro et al. | 2019
- 689
-
A Surrogate-Assisted Cooperative Co-evolutionary Algorithm Using Recursive Differential Grouping as Decomposition StrategyBlanchard, Julien / Beauthier, Charlotte / Carletti, Timoteo et al. | 2019
- 697
-
Multi-strategy and Dimension Perturbation Ensemble of Artificial Bee ColonyWang, Hui / Wang, Wenjun / Xiao, Songyi / Cui, Zhihua / Li, Wei / Zhu, Huasheng / Zhu, Shengqing et al. | 2019
- 705
-
Adaptive Multi-optimiser Cooperative Co-evolution for Large-Scale OptimisationSabar, Nasser R. / Turky, Ayad / Song, Andy et al. | 2019
- 713
-
A Novel Clustering Algorithm Based on Fully-Informed Particle SwarmMansour, Ekhlas Masoudi / Ahmadi, Abbas et al. | 2019
- 721
-
When Cooperative Co-Evolution Meets Coordinate Descent: Theoretically Deeper Understandings and Practically Better ImplementationsDuan, Qiqi / Shao, Chang / Qu, Liang / Shi, Yuhui / Niu, Ben et al. | 2019
- 731
-
Modularity Within Artificial Gene Regulatory NetworksLacey, George / Schoene, Annika / Dethlefs, Nina / Turner, Alexander et al. | 2019
- 739
-
A Cellular Automata-Based Path-Planning for a Cooperative and Decentralized Team of RobotsOliveira, Gina M. B. / Silva, Reslley G. O. / Ferreira, Giordano B. S. / Couceiro, Micael S. / do Amaral, Laurence R. / Vargas, Patricia A. / Martins, Luiz Gustavo A. et al. | 2019
- 747
-
Heterogeneous Teams of Robots using a Coordinating Model for Surveillance Task based on Cellular Automata and Repulsive PheromoneTinoco, Claudiney R. / Oliveira, Gina M. B. et al. | 2019
- 755
-
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary AlgorithmsEstalayo, Ismael / Ser, Javier Del / Osaba, Eneko / Bilbao, Miren Nekane / Muhammad, Khan / Galvez, Akemi / Iglesias, Andres et al. | 2019
- 762
-
Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial MarketsAtiah, Frederick Ditliac / Helbig, Marde et al. | 2019
- 771
-
Blockchain Scheme Based on Evolutionary Proof of WorkSyafruddin, Willa Ariela / Dadkhah, Sajjad / Koppen, Mario et al. | 2019
- 777
-
Comparing Three Approaches to Micro in RTS GamesDubey, Rahul / Louis, Sushil / Gajurel, Aavaas / Liu, Siming et al. | 2019
- 785
-
Applying an Adaptive Generative Representation to the Investigation of Affordances in PuzzlesAshlock, Daniel / Montgomery, James et al. | 2019
- 793
-
A GFML-based Robot Agent for Human and Machine Cooperative Learning on Game of GoLee, Chang-Shing / Wang, Mei-Hui / Chen, Li-Chuang / Nojima, Yusuke / Huang, Tzong-Xiang / Woo, Jinseok / Kubota, Naoyuki / Sato-Shimokawara, Eri / Yamaguchi, Toru et al. | 2019
- 800
-
Niche Radius Adaptation in Bat Algorithm for Locating Multiple Optima in Multimodal FunctionsIwase, Takuya / Takano, Ryo / Uwano, Fumito / Sato, Hiroyuki / Takadama, Keiki et al. | 2019
- 808
-
The Parameter Configuration Landscape: A Case Study on Particle Swarm OptimizationHarrison, Kyle Robert / Ombuki-Berman, Beatrice M. / Engelbrecht, Andries P. et al. | 2019
- 815
-
An Adaptive Online Parameter Control Algorithm for Particle Swarm Optimization Based on Reinforcement LearningLiu, Yaxian / Lu, Hui / Cheng, Shi / Shi, Yuhui et al. | 2019
- 823
-
Evolution of Stacked AutoencodersSilhan, Tim / Oehmcke, Stefan / Kramer, Oliver et al. | 2019
- 831
-
Evolutionary Optimization of Hyperparameters in Deep Learning ModelsKim, Jin-Young / Cho, Sung-Bae et al. | 2019
- 838
-
Financial Forecasting using Deep Learning with an Optimized Trading StrategyMaratkhan, Anuar / Ilyassov, Ibrakhim / Aitzhanov, Madiyar / Demirci, M. Fatih / Ozbayoglu, Murat et al. | 2019
- 845
-
Preference-based Multiobjective Evolutionary Algorithm for Power Network ReconfigurationSun, Runjia / Liu, Yutian et al. | 2019
- 850
-
Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy SystemsSeyam, Shaimaa / Al-Hamed, Khaled H. M. / Qureshy, Ali M. M. I. / Dincer, Ibrahim / Agelin-Chaab, Martin / Rahnamayan, Shahryar et al. | 2019
- 858
-
A Comparison of Performance of GA, PSO and Differential Evolution Algorithms for Dynamic Phase Reconfiguration Technology of a Smart GridIslam, Md Rabiul / Lu, Haiyan Helen / Hossain, Md Jahangir / Li, Li et al. | 2019
- 866
-
Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo ComputationShi, Shaolong / Chen, Yifan / Yao, Xin / Zhang, Mengjie et al. | 2019
- 873
-
Retrieving and ranking short medical questions with two stages neural matching modelLi, Xiang / Fu, Xinyu / Lu, Zheng / Bai, Ruibin / Aickelin, Uwe / Ge, Peiming / Liu, Gong et al. | 2019
- 880
-
Multi-tree Genetic Programming with A New Fitness Function for Melanoma DetectionUl Ain, Qurrat / Xue, Bing / Al-Sahaf, Harith / Zhang, Mengjie et al. | 2019
- 888
-
Bio-Inspired Multiojective Tuning of PID-Controlled Antilock Braking SystemsDomingues, Pedro H. L. S. P. / Freire, Roberto Z. / Coelho, Leandro dos S. / Ayala, Helon V. H. et al. | 2019
- 896
-
Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based ProblemsLiu, Yiping / Ishibuchi, Hisao / Nojima, Yusuke / Masuyama, Naoki / Han, Yuyan et al. | 2019
- 904
-
A Novel Multiobjective Particle Swarm Optimization Algorithm with Dynamic Resource AllocationLi, Lingjie / Lin, Qiuzhen / Wang, Jia / Chen, Jianyong / Ming, Zhong et al. | 2019
- 912
-
A Mixed-Integer Extension for ESA’s Cassini1 Space Mission BenchmarkSchlueter, Martin / Munetomo, Masaharu et al. | 2019
- 920
-
Data Normalisation using Differential Evolution and Aggregated Logistic FunctionsMayo, Michael / Daoud, Maisa et al. | 2019
- 928
-
Evolutionary Antivirus Signature OptimizationGiovannitti, Eliana / Mannella, Luca / Marcelli, Andrea / Squillero, Giovanni et al. | 2019
- 936
-
An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High DimensionLi, Zhenhua / Deng, Jingda / Gao, Weifeng / Zhang, Qingfu / Liu, Hai-Lin et al. | 2019
- 944
-
Water pump station scheduling optimization using an improved genetic algorithm approachOliveira Turci, Luca de / Sun, Huibin / Bai, Miaoshun / Wang, Jingcheng / Hu, Piao et al. | 2019
- 952
-
Extending a Genetic Algorithm for Good Spanners of HypercubesKubon, David et al. | 2019
- 958
-
A novel particle swarm optimizer for many-objective optimizationLuo, Jianping / Huang, Xiongwen / Li, Xia / Gao, Kaizhou et al. | 2019
- 966
-
Learning of Boosting Fuzzy Cognitive Maps Using a Real-coded Genetic AlgorithmYang, Ze / Liu, Jing / Wu, Kai et al. | 2019
- 974
-
Rollout based Heuristics for the Quantum Circuit Compilation ProblemChand, Shelvin / Singh, Hemant Kumar / Ray, Tapabrata / Ryan, Michael et al. | 2019
- 982
-
Artificial Ecosystem Algorithm Applied to Multi-Line Steel SchedulingAdham, Manal T. / Bentley, Peter J. et al. | 2019
- 990
-
Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problemsZhou, Zifeng / Ma, Xiaoliang / Zhu, Zexuan et al. | 2019
- 998
-
Evolutionary Multiobjective Change Detection via Self-paced Learning and Fuzzy ClusteringDuan, Yingying / Ma, Jingjing / Li, Hao / Zhang, Mingyang / Tang, Zedong / Gong, Maoguo et al. | 2019
- 1006
-
An Approach for Non-domination Level Update Problem in Steady-State Evolutionary Algorithms With ParallelismMishra, Sumit / Coello Coello, Carlos A. et al. | 2019
- 1014
-
Extracting Information Cores with Multi-property Using a Multiobjective Evolutionary AlgorithmRen, Zhenni / Liu, Jing et al. | 2019
- 1022
-
Parallel Best Order Sort for Non-dominated Sorting: A Theoretical Study Considering the PRAM-CREW ModelMishra, Sumit / Coello, Carlos A. Coello et al. | 2019
- 1030
-
Dynamic Multi-swarm Global Particle Swarm OptimizationTang, Yichao / Li, Xiong / Zhang, Yinglong / Xia, Xuewen / Gui, Ling et al. | 2019
- 1038
-
A LPSO-SGD algorithm for the Optimization of Convolutional Neural NetworkLai, Guixiang / Li, Feipeng / Feng, Jiqiang / Cheng, Shi / Cheng, Jian et al. | 2019
- 1044
-
An Unknown Environment Exploration Strategy for Swarm Robotics Based on Brain Storm Optimization AlgorithmLi, Gao / Zhang, Dabu / Shi, Yuhui et al. | 2019
- 1052
-
Feature Selection of High Dimensional Data by Adaptive Potential Particle Swarm OptimizationHuang, Xingyue / Chi, Yizhou / Zhou, Yu et al. | 2019
- 1060
-
A Surrogate Model Assisted Quantum-inspired Evolutionary Algorithm for Hyperparameter Optimization in Machine LearningPeng, Cheng / Li, Yangyang / Cao, Lei / Jiao, Licheng et al. | 2019
- 1068
-
MIHS: A Multiobjective Pan-sharpening Method for Remote Sensing ImagesChen, Yingxia / Liu, Cong / Zhou, Aimin / Zhang, Guixu et al. | 2019
- 1074
-
Search Space Reduction Model with Trigonometric Function for Linear Equality Constraint-handling: The Case of Portfolio Replication ProblemOrito, Yukiko / Hanada, Yoshiko / Li, Junzhi et al. | 2019
- 1081
-
Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective OptimizationLiu, Qiang / Ding, Jinliang et al. | 2019
- 1088
-
A hybrid model based on CNN and Bi-LSTM for urban water demand predictionHu, Piao / Tong, Jun / Wang, Jingcheng / Yang, Yue / Oliveira Turci, Luca de et al. | 2019
- 1095
-
Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine IdentificationDa Costa, F. P. / Domingues, P. H. L. S. P. / Freire, Roberto Z. / Coelho, Leandro S. / Tavakolpour-Saleh, A.R. / Ayala, Helon V. H. et al. | 2019
- 1102
-
A Two-layer Optimization Management Method for the Microgrid with Electric VehiclesZheng, Zedong / Yang, Shengxiang et al. | 2019
- 1110
-
Improved Sequential Approximate Optimization for Aerodynamic Design Benchmark ProblemWang, Wenjie / Wu, Zeping / Wang, Donghui / Zhang, Weihua et al. | 2019
- 1118
-
Crude Oil Distillation Optimization Using Surrogate-aided Constrained Evolutionary OptimizationXue, Feng / Liu, Lei / Chen, Xiaoxia / Shi, Xuhua et al. | 2019
- 1126
-
Classification-based Optimization with Multi-Fidelity EvaluationsWu, Kai / Liu, Jing et al. | 2019
- 1132
-
Enhanced Brain Storm Optimization with Role-playing StrategyChen, Jianqiang / Deng, Changshou / Peng, Hu / Tan, Yucheng / Zhou, Xinyu / Wang, Feng et al. | 2019
- 1140
-
Brain Storm Optimization Algorithm based on Competition MechanismLi, Fenqiang / Peng, Hu / Deng, Changshou / Zeng, Yi / Tan, Yucheng / Wang, Wenjun et al. | 2019
- 1148
-
PBAR: Parallelized Brain Storm Optimization for Association Rule MiningMa, Lianbo / Zhang, Tao / Wang, Rui / Yang, Guangming / Zhang, Yichuan et al. | 2019
- 1157
-
Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in HorsesMaciel-Guerra, Alexandre / Figueredo, Grazziela P. / Von Zuben, Fernando J. / Marti, Eliane / Twycross, Jamie / Alcocer, Marcos J. C. et al. | 2019
- 1165
-
Runtime Analysis of Pigeon-Inspired Optimizer Based on Average Gain ModelYushan, Zhang / Han, Huang / Zhifeng, Hao / Zhou, Hong et al. | 2019
- 1170
-
Optimized Scheduling Model for Isolated Microgrid of Wind-Photovoltaic-Thermal-Energy Storage System With Demand ResponseZhang, Yang / Zhang, Huifeng / Wang, Ying / Wu, Jiang et al. | 2019
- 1176
-
Scenario based stochastic optimal operated for hybrid energy system with random drift swarm optimizationWu, Jiang / Zhang, Huifeng / Li, Jinwei / Zhang, Yang et al. | 2019
- 1182
-
Self-Organizing Migrating Algorithm Team To Team Adaptive – SOMA T3ADiep, Quoc Bao et al. | 2019
- 1188
-
A Sparse Fireworks Algorithm for Gene Regulatory Network Reconstruction based on Fuzzy Cognitive MapsWang, Yilan / Liu, Jing et al. | 2019
- 1195
-
An Experimental Study of Large-scale Capacitated Vehicle Routing ProblemsZhuo, Er / Deng, Yunjie / Su, Zhewei / Yang, Peng / Yuan, Bo / Yao, Xin et al. | 2019
- 1203
-
Blockchain-enabled Transactive Method in Distributed Systems Considering Security ConstraintsJin, Xiaoling / Bai, Cuifen / Zhang, Zhebo / Zhao, Shenyi / Wang, Haoran / Yan, Zheng / Zhang, Lu / Chen, Sijie et al. | 2019
- 1208
-
Optimization of Emergency Load Shedding Based on Cultural Particle Swarm Optimization AlgorithmXu, Taoyang / Li, Changgang / Liu, Yutian / Liu, Chao / Su, Dawei / Xu, Chunlei / Wu, Haiwei et al. | 2019
- 1213
-
Bi-level Programming of AC/DC Hybrid Distribution Network Based on Improved Genetic AlgorithmZhang, Lu / Xu, Biao / Cong, Pengwei / Guo, Yunjing / Jiang, Shujun / Huang, Rui et al. | 2019
- 1220
-
A Spark-based Gaussian Bare-bones Cuckoo Search with dynamic parameter selectionHe, Zhihui / Peng, Hu / Deng, Changshou / Tan, Yucheng / Wu, Zhijian / Wu, Shuangke et al. | 2019
- 1228
-
An Analysis of Minimum Population Search on Large Scale Global OptimizationBolufe-Rohler, Antonio / Chen, Stephen / Tamayo-Vera, Dania et al. | 2019
- 1236
-
A Univariate Marginal Distribution Resampling Differential Evolution Algorithm with Multi-Mutation StrategyFu, Yuan / Wang, Hu et al. | 2019
- 1243
-
Characterizing the Social Interactions in the Artificial Bee Colony AlgorithmTaw, Lydia / Gurrapadi, Nishant / Macedo, Mariana / Oliveira, Marcos / Pinheiro, Diego / Bastos-Filho, Carmelo / Menezes, Ronaldo et al. | 2019
- 1251
-
METSK-HD-Angeleno: How to predict fruit quality using Multiobjective Evolutionary learning of TSK systemsChavez, Francisco / Vivas, Antonio / Monino, Maria Jose / Fernandez, Francisco et al. | 2019
- 1259
-
Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm ShepherdingClayton, Nicholas R. / Abbass, Hussein et al. | 2019
- 1267
-
A Niching Multi-objective Harmony Search Algorithm for Multimodal Multi-objective ProblemsQu, B. Y. / Li, G. S. / Guo, Q. Q. / Yan, L. / Chai, X. Z. / Guo, Z. Q. et al. | 2019
- 1275
-
A Performance Enhanced Niching Multi-objective Bat algorithm for Multimodal Multi-objective ProblemsYan, L. / Li, G. S. / Jiao, Y. C. / Qu, B. Y. / Yue, C. T. / Qu, S. K. et al. | 2019
- 1283
-
Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic AlgorithmBakhshi, Ali / Noman, Nasimul / Chen, Zhiyong / Zamani, Mohsen / Chalup, Stephan et al. | 2019
- 1291
-
Learning to Solve Capacitated Arc Routing Problems by Policy GradientLi, Han / Li, Guiying et al. | 2019
- 1299
-
Evolving One-Dimensional Deep Convolutional Neural Network: A Swarm based ApproachHaidar, Ali / Jan, Zohaib Md. / Verma, Brijesh et al. | 2019
- 1306
-
Solving the vehicle routing problem with time window by using an improved brain strom optimizationSong, Mei-xian / Li, Jun-qing / Han, Yu-yan / Zheng, Zhi-xin et al. | 2019
- 1314
-
Analysis of satellite observation task clustering based on the improved clique partition algorithmLong, Xiangyu / Wu, Shufan / Cui, Benjie / Mu, Zhongcheng / Huang, Yixin / Chu, Sunhao et al. | 2019
- 1322
-
An Evolvable Real-time System of Integrated Satellite Scheduling based on Cooperative Neuro Evolution of Augmenting TopologiesDu, Yonghao / Xing, Lining / Chen, Yingguo / Chen, Yuning / Xiong, Jian et al. | 2019
- 1330
-
Mind the gap – a distributed framework for enabling energy optimisation on modern smart-phones in the presence of noise, drift, and statistical insignificanceBokhari, Mahmoud A. / Weng, Lujun / Wagner, Markus / Alexander, Bradley et al. | 2019
- 1338
-
Mutational Robustness and Structural Complexity in Grammatical EvolutionO'Neill, Michael / Brabazon, Anthony et al. | 2019
- 1345
-
Design of Optimal Ship Steering Active Disturbance Rejection Controller Based on Adaptive Particle Swarm OptimizationCao, Junhai / Zhou, Yimin / Li, Ronghui / Zhu, Juncheng et al. | 2019
- 1351
-
Analysis of Cuckoo Search EfficiencyBarbosa, Carlos Eduardo M. / Vasconcelos, Germano C. et al. | 2019
- 1359
-
MOEA/D with Two Types of Weight Vectors for Handling ConstraintsZhu, Qingling / Zhang, Qingfu / Lin, Qiuzhen / Sun, Jianyong et al. | 2019
- 1366
-
Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristicsZhang, Fangfang / Mei, Yi / Zhang, Mengjie et al. | 2019
- 1374
-
Two Simple Tricks for Fast Cache-Aware Parallel Particle Swarm OptimizationHajewski, Jeff / Oliveira, Suely et al. | 2019
- 1382
-
Specification-based Test Case Generation with Genetic AlgorithmWang, Rong / Sato, Yuji / Liu, Shaoying et al. | 2019
- 1390
-
A Multi-Start Iterated Local Search Algorithm for the Maximum Scatter Traveling Salesman ProblemVenkatesh, Pandiri / Singh, Alok / Mallipeddi, Rammohan et al. | 2019
- 1398
-
Nurse scheduling problem based on hydrologic cycle optimizationLiu, Qianying / Niu, Ben / Wang, Jun / Wang, Hong / Li, Li et al. | 2019
- 1406
-
Estimation of Distribution using Population Queue based Variational AutoencodersBhattacharjee, Sourodeep / Gras, Robin et al. | 2019
- 1415
-
A Prize Collecting problem applied to a Real Milk Collection problem in ChileMontero, Elizabeth / Canales, Dario / Paredes-Belmar, German / Soto, Raul et al. | 2019
- 1423
-
Evolving task priority rules for heterogeneous assembly line balancingGoncalves Moreira, Joao Pedro / Ritt, Marcus et al. | 2019
- 1431
-
Hybrid Heuristics for the Linear Ordering ProblemGarcia, Erik / Ceberio, Josu / Lozano, Jose A. et al. | 2019
- 1439
-
A Novel Parallel Framework for Metaheuristic-based Frequent Itemset MiningDjenouri, Youcef / Djenouri, Djamel / Belhadi, Asma / Lin, Jerry Chun-Wei / Bendjoudi, Ahcene / Fournier-Viger, Philippe et al. | 2019
- 1446
-
A Memetic Fuzzy Whale Optimization Algorithm for Data ClusteringWu, Ze-Xue / Huang, Ko-Wei / Chen, Jui-Le / Yang, Chu-Sing et al. | 2019
- 1453
-
Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big DatabasesDjenouri, Youcef / Djenouri, Djamel / Lin, Jerry Chun-Wei / Belhadi, Asma et al. | 2019
- 1461
-
A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data MiningWu, Jimmy Ming-Tai / Chun-Wei Lin, Jerry / Djenouri, Youcef / Fournier-Viger, Philippe / Zhang, Yuyu et al. | 2019
- 1468
-
A Stock Trend Prediction Approach based on Chinese News and Technical Indicator Using Genetic AlgorithmsChen, Chun-Hao / Shih, Ping et al. | 2019
- 1473
-
A Divide-and-Conquer-based Approach for Diverse Group Stock Portfolio Optimization Using Island-based Genetic AlgorithmsChen, Chun-Hao / Shen, Wan-Yi / Wu, Mu-En / Hong, Tzung-Pei et al. | 2019
- 1478
-
Epigenetic evolution of deep convolutional modelsHadjiivanov, Alexander / Blair, Alan et al. | 2019
- 1487
-
Natural Evolution Speciation for NEATKnapp, Jon S. / Peterson, Gilbert L. et al. | 2019
- 1494
-
On the Evolutionary Neural Network Creation Using Native Visibility GraphTomaszek, Lukas / Zelinka, Ivan et al. | 2019
- 1502
-
A self-adaptive artificial bee colony algorithm with local search for TSK-type neuro-fuzzy system trainingChou, Kuang-Pen / Lin, Chin-Teng / Lin, Wen-Chieh et al. | 2019
- 1510
-
Particle Swarm Optimization-based CNN-LSTM Networks for Forecasting Energy ConsumptionKim, Tae-Young / Cho, Sung-Bae et al. | 2019
- 1517
-
Evolving Deep CNN-LSTMs for Inventory Time Series PredictionXue, Ning / Triguero, Isaac / Figueredo, Grazziela P. / Landa-Silva, Dario et al. | 2019
- 1525
-
Cooperative game concepts in solving global optimizationFister, Iztok / Iglesias, Andres / Galvez, Akemi / Ser, Javier Del / Osaba, Eneko et al. | 2019
- 1533
-
Improving SHADE with Center-based Mutation for Large-scale OptimizationHiba, Hanan / El-Abd, Mohammed / Rahnamayan, Shahryar et al. | 2019
- 1541
-
Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential EvolutionZhou, Lei / Feng, Liang / Liu, Kai / Chen, Chao / Deng, Shaojiang / Xiang, Tao / Jiang, Siwei et al. | 2019
- 1548
-
Robust Optimization Over Time with Differential Evolution using an Average Time ApproachGuzman-Gaspar, Jose-Yair / Mezura-Montes, Efren et al. | 2019
- 1556
-
Group-based Adaptive Differential Evolution For Chance Constrained Portfolio Optimization Using Bank Deposit and Bank LoanTagawa, Kiyoharu et al. | 2019
- 1564
-
A Study on Knowledge Reuse Strategies in Multitasking Differential EvolutionJin, Chen / Tsai, Pei-Wei / Qin, A. K. et al. | 2019
- 1572
-
A Particle Swarm Optimization with Filter-based Population Initialization for Feature SelectionXue, Yu / Jia, Weiwei / Liu, Alex X. et al. | 2019
- 1580
-
Ensemble Classifier Optimization by Reducing Input Features and Base ClassifiersJan, Zohaib Md. / Verma, Brijesh et al. | 2019
- 1588
-
A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature SelectionBidgoli, Azam Asilian / Ebrahimpour-Komleh, Hossein / Rahnamayan, Shahryar et al. | 2019
- 1596
-
GOOFeD: Extracting Advanced Features for Image Classification via Improved Genetic ProgrammingPrice, Stanton R. / Anderson, Derek T. / Price, Steven R. et al. | 2019
- 1604
-
Weighted-Features Construction as a Bi-level ProblemHammami, Marwa / Bechikh, Slim / Hung, Chih-Cheng / Said, Lamjed Ben et al. | 2019
- 1612
-
Feature Bundles and their Effect on the Performance of Tree-based Evolutionary Classification and Feature Selection AlgorithmsNeshatian, Kourosh / Varn, Lucianne et al. | 2019
- 1620
-
An Equivalent Penalty Coefficient Method: An Adaptive Penalty Approach for Population-Based Constrained OptimizationTakahama, Tetsuyuki / Sakai, Setsuko et al. | 2019
- 1628
-
A Bi-level Differential Evolutionary Algorithm for Constrained OptimizationHan, Guanghong / Chen, Xi et al. | 2019
- 1634
-
Evolutionary Constrained Multi-objective Optimization using NSGA-II with Dynamic Constraint HandlingJiao, Ruwang / Zeng, Sanyou / Li, Changhe / Pedrycz, Witold et al. | 2019
- 1642
-
Investigating the use of sequencing and infeasibility driven strategies for constrained optimizationRahi, Kamrul Hasan / Singh, Hemant Kumar / Ray, Tapabrata et al. | 2019
- 1650
-
Consistent Feature Construction with Constrained Genetic Programming for Experimental PhysicsCherrier, Noelie / Poli, Jean-Philippe / Defurne, Maxime / Sabatie, Franck et al. | 2019
- 1659
-
A New Bi-level PSO Algorithm based on Dynamic Constraint Processing and Approximate NavigationZhao, Long / Wei, Jingxuan et al. | 2019
- 1664
-
Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive OptimizationLi, Genghui / Zhang, Qingfu / Sun, Jianyong / Han, Zhonghua et al. | 2019
- 1672
-
Surrogate-Assisted Expensive Many-Objective Optimization by Model FusionHe, Cheng / Cheng, Ran / Jin, Yaochu / Yao, Xin et al. | 2019
- 1680
-
A Three-Stage Surrogate Model Assisted Multi-Objective Genetic Algorithm for Computationally Expensive ProblemsJiang, Puyu / Zhou, Qi / Liu, Jun / Cheng, Yuansheng et al. | 2019
- 1688
-
A Novel Surrogate-assisted Differential Evolution for Expensive Optimization Problems with both Equality and Inequality ConstraintsYang, Zan / Qiu, Haobo / Gao, Liang / Jiang, Chen / Chen, Liming / Cai, Xiwen et al. | 2019
- 1696
-
Surrogate’s Optima Assisted Evolutionary Algorithm for Optimization of Expensive ProblemsCai, Xiwen / Gao, Liang / Li, Fan et al. | 2019
- 1702
-
A Preference-based Method of Updating the Surrogate Model by Broad Learning and Its ApplicationZhou, Chang / Gong, Dunwei / Guo, Yi-nan / Gong, Wenyin et al. | 2019
- 1710
-
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature SelectionTian, Ye / Yang, Shangshang / Zhang, Xingyi / Jin, Yaochu et al. | 2019
- 1718
-
An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary AlgorithmZheng, Wei / Sun, Jianyong / Li, Hui et al. | 2019
- 1726
-
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto FrontsLiu, Qiqi / Jin, Yaochu / Heiderich, Martin / Rodemann, Tobias et al. | 2019
- 1734
-
Coverage Enhancement of MOEA/D-M2M for Problems with Difficult-to-Approximate Pareto Front BoundariesFukumoto, Hiroaki / Oyama, Akira et al. | 2019
- 1742
-
MOEA/D with An Improved Multi-Dimensional Mapping Coding Scheme for Constrained Multi-Objective Portfolio OptimizationChen, Yi / Zhou, Aimin et al. | 2019
- 1750
-
Visualisation of Pareto Front Approximation: A Short Survey and Empirical ComparisonsGao, Huiru / Nie, Haifeng / Li, Ke et al. | 2019
- 1758
-
Stabilization of Higher Periodic Orbits of the Chaotic Logistic and Hénon Maps using Meta-evolutionary ApproachesMatousek, Radomil / Hulka, Tomas et al. | 2019
- 1766
-
A Bayesian based Hyper-Heuristic approach for global optimizationOliva, Diego / Martins, Marcella S. R. et al. | 2019
- 1774
-
Automatic Generation of Optimization Algorithms for Production Lot-Sizing Problemsde Araujo Pessoa, Luis Filipe / Hellingrath, Bernd / de Lima Neto, Fernando Buarque et al. | 2019
- 1782
-
Meta-heuristic approaches to tackle Skill Based Group allocation of Students in Project Based Learning CoursesNand, Ravneil / Sharma, Anuraganand et al. | 2019
- 1790
-
Hyper-heuristics Reversed: Learning to Combine Solvers by Evolving InstancesAmaya, Ivan / Ortiz-Bayliss, Jose Carlos / Conant-Pablos, Santiago / Terashima-Marin, Hugo et al. | 2019
- 1798
-
The sum coloring problem: a memetic algorithm based on two individualsMoalic, Laurent / Gondran, Alexandre et al. | 2019
- 1806
-
Genetic algorithm for Robust Total coloring of a Fuzzy graphDey, Arindam / Agarwal, Aayush / Dixit, Pranav / Pal, Tandra et al. | 2019
- 1814
-
In-depth Evaluation and Experimental Analysis of a Weight Pruning Genetic AlgorithmJanjic, Sasa / Thulasiraman, Parimala / Bruce, Neil et al. | 2019
- 1822
-
Do general Genetic Algorithms provide benefits when solving real problems?Grudniewski, Przemyslaw A. / Sobey, Adam J. et al. | 2019
- 1830
-
Genetic Algorithm for Solving Spherical Optimization ProblemsSinha, Ankur / Shaikh, Vaseem et al. | 2019
- 1838
-
Optimal Design of Experiments for Precision Agriculture Using a Genetic AlgorithmPeerlinck, Amy / Sheppard, John / Pastorino, Julie / Maxwell, Bruce et al. | 2019
- 1846
-
Using a Genetic Algorithm to Replicate Allopatric SpeciationParker, Gary B. / Edwards, Thomas B. et al. | 2019
- 1852
-
Complex-Valued-based Learning Classifier System for POMDP EnvironmentsTakadama, Keiki / Yamazaki, Daichi / Nakata, Masaya / Sato, Hiroyuki et al. | 2019
- 1860
-
On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary ApproachesMelo Neto, Johnathan M. / Bernardino, Heder S. / Barbosa, Helio J.C. et al. | 2019
- 1868
-
Solution and Fitness Evolution (SAFE): A Study of Multiobjective ProblemsSipper, Moshe / Moore, Jason H. / Urbanowicz, Ryan J. et al. | 2019
- 1875
-
Comparison of Statistical Table- and Non-Statistical Table-based XCS in Noisy EnvironmentsTatsumi, Takato / Takadama, Keiki et al. | 2019
- 1883
-
Knowledge Extraction from XCSR Based on Dimensionality Reduction and Deep Generative ModelsTadokoro, Masakazu / Hasegawa, Satoshi / Tatsumi, Takato / Sato, Hiroyuki / Takadama, Keiki et al. | 2019
- 1891
-
Enhancing k-Nearest Neighbors through Learning Transformation Functions by Genetic ProgrammingHuang, Kuan-Chun / Wen, Yu-Wei / Ting, Chuan-Kang et al. | 2019
- 1898
-
Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking OptimizationYu, Yanan / Zhu, Anmin / Zhu, Zexuan / Lin, Qiuzhen / Yin, Jian / Ma, Xiaoliang et al. | 2019
- 1906
-
Multipopulation Optimization for Multitask OptimizationTang, Zedong / Gong, Maoguo / Jiang, Fenlong / Li, Hao / Wu, Yue et al. | 2019
- 1914
-
Differential Evolutionary Multi-task OptimizationZheng, Xiaolong / Lei, Yu / Qin, A. K. / Zhou, Deyun / Shi, Jiao / Gong, Maoguo et al. | 2019
- 1922
-
Memetic Evolution Strategy for Reinforcement LearningQu, Xinghua / Ong, Yew-Soon / Hou, Yaqing / Shen, Xiaobo et al. | 2019
- 1929
-
A Heuristic Initialized Memetic Algorithm for the Joint Allocation of Heterogeneous Stochastic ResourcesWang, Yipeng / Xin, Bin / Dou, Lihua / Peng, Zhihong et al. | 2019
- 1937
-
Multitasking Multi-Swarm OptimizationSong, Hui / Qin, A. K. / Tsai, Pei-Wei / Liang, J. J. et al. | 2019
- 1945
-
Survivable Networks via UAV Swarms Guided by Decentralized Real-Time Evolutionary ComputationLeu, George / Tang, Jiangjun et al. | 2019
- 1953
-
Optimal Trajectory Path Generation for Jointed Structure of Excavator using Genetic AlgorithmJang, Ggyebong / Cho, Sung-Bae et al. | 2019
- 1960
-
A Histogram Estimation of Distribution Algorithm for Reversible Lanes Optimization ProblemsYou, Rui / Chen, Wei-Neng / Gong, Yue-Jiao / Lin, Ying / Zhang, Jun et al. | 2019
- 1967
-
Maximum Power Point Tracking in Solar PV Under Partial Shading Conditions Using Stochastic Optimization TechniquesSagonda, Arnold F. / Folly, Komla A. et al. | 2019
- 1975
-
Global Sensitivity Analysis Using Augmented Radial Basis FunctionWu, Zeping / Wang, Wenjie / Wang, Donghui / Zhang, Weihua et al. | 2019
- 1982
-
A Max-Min Ant System Approach to Autonomous NavigationLuo, Chaomin / Alarabi, Saleh / Bi, Zhuming / Jan, Gene Eu et al. | 2019
- 1988
-
Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential EvolutionLi, Ke / Xiang, Zilin / Tan, Kay Chen et al. | 2019
- 1996
-
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive ProblemsTong, Hao / Huang, Changwu / Liu, Jialin / Yao, Xin et al. | 2019
- 2004
-
Reliability-based Robust Design Optimization for Correlated Variables Using Sequential Surrogate assisted Evolutionary AlgorithmSuprayitno / Yu, Jyh-Cheng et al. | 2019
- 2010
-
Expensive Inequality Constraints Handling Methods Suitable for Dynamic Surrogate-based OptimizationLi, Chunna / Fang, Hai / Gong, Chunlin et al. | 2019
- 2018
-
A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective OptimizationWan, Kanzhen / He, Cheng / Camacho, Auraham / Shang, Ke / Cheng, Ran / Ishibuchi, Hisao et al. | 2019
- 2026
-
Efficient Multi-Objective Evolutionary Algorithm for Constrained Global Optimization of Expensive FunctionsHan, Zhonghua / Liu, Fei / Xu, Chenzhou / Zhang, Keshi / Zhang, Qingfu et al. | 2019
- 2034
-
Regular Pareto Front Shape is not RealisticIshibuchi, Hisao / He, Linjun / Shang, Ke et al. | 2019
- 2042
-
A Multi-indicator based Selection Strategy for Evolutionary Many-objective OptimizationWang, Hao / Sun, Chaoli / Jin, Yaochu / Qin, Shufen / Yu, Haibo et al. | 2019
- 2050
-
On the Cooperation of Multiple Indicator-based Multi-Objective Evolutionary AlgorithmsFalcon-Cardona, Jesus Guillermo / Emmerich, Michael T.M. / Coello Coello, Carlos A. et al. | 2019
- 2058
-
A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible RegionsMatsumoto, Takashi / Masuyama, Naoki / Nojima, Yusuke / Ishibuchi, Hisao et al. | 2019
- 2066
-
IVF/GDE3 - In Vitro Fertilization method coupled to GDE3Sampaio, Savio Menezes / Camilo-Junior, Celso G. et al. | 2019
- 2074
-
Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional MethodQuresh, Khizar / Rahnamayan, Shahryar / He, Yuping / Liscano, Ramiro et al. | 2019
- 2082
-
A Regional Multi-Objective Tabu Search Algorithm for a Green Heterogeneous Dial-A-Ride ProblemAbedi, Mehdi / Chiong, Raymond / Athauda, Rukshan / Seidgar, Hany / Michalewicz, Zbigniew / Sturt, Andrew et al. | 2019
- 2090
-
Automatic Parameter Tuning using Bayesian Optimization MethodHuang, Changwu / Yuan, Bo / Li, Yuanxiang / Yao, Xin et al. | 2019
- 2098
-
An Study of Operator Design under an Adaptive approach for solving the Cross-docks Vehicle Routing ProblemUrtasun, Jose-manuel / Montero, Elizabeth et al. | 2019
- 2106
-
Generation of a Corporate Sound Logo Based on Symbiotic EvolutionOtani, Noriko et al. | 2019
- 2113
-
Fusing creative operations into evolutionary computation for composition: From a composer’s perspectiveChang, Chun-yien / Chen, Ying-ping et al. | 2019
- 2121
-
MU_PSYC: Music Psychology Enriched Genetic AlgorithmStoltz, Brae / Aravind, Alex et al. | 2019
- 2129
-
Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNNKitahashi, Misaki / Handa, Hisashi et al. | 2019
- 2136
-
Adversarial Example Generation using Evolutionary Multi-objective OptimizationSuzuki, Takahiro / Takeshita, Shingo / Ono, Satoshi et al. | 2019
- 2145
-
A study of Pareto-based methods for ensemble pool generation and aggregationAlves Ribeiro, Victor Henrique / Reynoso-Meza, Gilberto et al. | 2019
- 2153
-
A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-TaskingShang, Q. / Zhang, L. / Feng, L. / Hou, Y. / Zhong, J. / Gupta, A. / Tan, K. C. / Liu, H.-L. et al. | 2019
- 2160
-
An Effective Memetic Algorithm for Resource Constrained Project Scheduling ProblemRahman, Humyun Fuad / Kumar Chakrabortty, Ripon / Ryan, Michael J et al. | 2019
- 2167
-
A Memetic Algorithm for Symbolic RegressionSun, Haoyuan / Moscato, Pablo et al. | 2019
- 2175
-
Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity MeasureBurlacu, Bogdan / Affenzeller, Michael / Kronberger, Gabriel / Kommenda, Michael et al. | 2019
- 2183
-
A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domainsCarvalho, Diego / Silva, Nicollas / Trotta, Tiago / Pereira, Adriano C. M. / Mourao, Fernando / Rocha, Leonardo et al. | 2019
- 2191
-
A Novel Memetic Algorithm with Explicit Control of Diversity for the Menu Planning ProblemSegura, Carlos / Miranda, Gara / Segredo, Eduardo / Chacon, Joel et al. | 2019
- 2199
-
Signal Control of Urban Traffic Network Based on Multi-Agent Architecture and Fireworks AlgorithmQiao, Zhimin / Ke, Liangjun / Wang, Xiaoqiang / Lu, Xin et al. | 2019
- 2207
-
Bare Bones Fireworks Algorithm for Feature Selection and SVM OptimizationTuba, Eva / Strumberger, Ivana / Bacanin, Nebojsa / Jovanovic, Raka / Tuba, Milan et al. | 2019
- 2215
-
Fireworks Algorithm for Multimodal Optimization Using a Distance-based Exclusive StrategyYU, Jun / TAKAGI, Hideyuki / TAN, Ying et al. | 2019
- 2221
-
Universal Rules for Fooling Deep Neural Networks based Text ClassificationLi, Di / Vargas, Danilo Vasconcellos / Kouichi, Sakurai et al. | 2019
- 2229
-
Improving Attack Detection of C4.5 using an Evolutionary AlgorithmMaldonado, Javier / Riff, Maria-Cristina / Montero, Elizabeth et al. | 2019
- 2236
-
Using Exploratory Testing for Decision Support in Choosing a Security MechanismHudson, Jonathan / Denzinger, Jorg et al. | 2019
- 2244
-
Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search DirectionYin, Jian / Zhu, Anmin / Zhu, Zexuan / Yu, Yanan / Ma, Xiaoliang et al. | 2019
- 2252
-
Automating Knowledge Transfer with Multi-Task OptimizationScott, Eric O. / De Jong, Kenneth A. et al. | 2019
- 2260
-
Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble LearningFu, Wenlong / Xue, Bing / Gao, Xiaoying / Zhang, Mengjie et al. | 2019
- 2268
-
A New Prediction Approach for Dynamic Multiobjective OptimizationAhrari, Ali / Elsayed, Saber / Sarker, Ruhul / Essam, Daryl et al. | 2019
- 2276
-
Memory-based multi-population genetic learning for dynamic shortest path problemsDiao, Yiya / Li, Changhe / Zeng, Sanyou / Mavrovouniotis, Michalis / Yang, Shengxiang et al. | 2019
- 2284
-
How Learning Strategies Can Promote an Evolving Population in Dynamic EnvironmentsLe, Nam / OlNeill, Michael / Brabazon, Anthony et al. | 2019
- 2292
-
Interpolating Local and Global Search by Controlling the Variance of Standard Bit MutationYe, Furong / Doerr, Carola / Back, Thomas et al. | 2019
- 2300
-
Dilation Functions in Global OptimizationNobile, Marco S. / Cazzaniga, Paolo / Ashlock, Daniel A. et al. | 2019
- 2308
-
Fitness Landscape Analysis in Data-Driven Optimization: An Investigation of Clustering ProblemsGallagher, Marcus et al. | 2019
- 2315
-
Automatic Data Clustering based on Hybrid Atom Search Optimization and Sine-Cosine AlgorithmElaziz, Mohamed Abd / Nabil, NEGGAZ / Ewees, Ahmed A. / Lu, Songfeng et al. | 2019
- 2323
-
A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clusteringBechikh, Slim / Elarbi, Maha / Hung, Chih-Cheng / Hamdi, Sabrine / Said, Lamjed Ben et al. | 2019
- 2331
-
Peacock AlgorithmChaudhary, Reshu / Banati, Hema et al. | 2019
- 2339
-
Configuration Design of Mechanical Assemblies using an Estimation of Distribution Algorithm and Constraint ProgrammingCheong, Hyunmin / Ebrahimi, Mehran / Butscher, Adrian / Iorio, Francesco et al. | 2019
- 2347
-
Evolutionary Computation Automated Design of Ship Hull Forms for the Industry 4.0 EraAng, Joo Hock / Goh, Cindy / Choo, Ciel Thaddeus / Juveno / Lee, Zhi Ming / Jirafe, Vijay Prabhakarrao / Li, Yun et al. | 2019
- 2355
-
A new Method for Dynamic Economic Emission Dispatch ProblemHuang, Chia-Ling / Jao, Chen-Wei / Zhang, Xianyong / Yeh, Wei-Chang / Ying Chung, Vera Yuk / Wang, Jinhai / Yang, Jun / Jiang, Yun-Zhi et al. | 2019
- 2362
-
EvoDNN - An Evolutionary Deep Neural Network with Heterogeneous Activation FunctionsCui, Peiyu / Shabash, Boris / Wiese, Kay C. et al. | 2019
- 2370
-
Representation for Evolution of Epidemic ModelsDube, Michael / Houghten, Sheridan / Ashlock, Daniel et al. | 2019
- 2378
-
Parameter Tuning of a Peak Fitting Algorithm with an Evolved Experimental DesignBrown, Rachel / Ashlock, Daniel et al. | 2019
- 2386
-
GAEEII: An Optimised Genetic Algorithm Endmember Extractor for Hyperspectral UnmixingRibeiro Soares, Douglas Winston / Teodoro Laureano, Gustavo / Camilo Junior, Celso Goncalves et al. | 2019
- 2394
-
A Benchmark of Population-Based Metaheuristic Algorithms for High-Dimensional Multi-Level Image ThresholdingMousavirad, Seyed Jalaleddin / Schaefer, Gerald / Ebrahimpour-Komleh, Hossein et al. | 2019
- 2402
-
Design of a Computationally Economical Image Classifier using Generic FeaturesBasu Roy, Rohan / Halder Roy, Anisha / Konar, Amit / Nagar, Atulya et al. | 2019
- 2410
-
References or Preferences – Rethinking Many-objective Evolutionary OptimizationYu, Guo / Jin, Yaochu / Olhofer, Markus et al. | 2019
- 2418
-
The g̑-dominance Relation for Preference-Based Evolutionary Multi-Objective OptimizationLuo, Wenjian / Shi, Luming / Lin, Xin / Coello Coello, Carlos A. et al. | 2019
- 2426
-
A New Selection Strategy for Decomposition-based Evolutionary Many-Objective OptimizationQin, Shufen / Sun, Chaoli / Jin, Yaochu / Lan, Lier / Tan, Ying et al. | 2019
- 2434
-
Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization ProblemsIshibuchi, Hisao / Imada, Ryo / Masuyama, Naoki / Nojima, Yusuke et al. | 2019
- 2442
-
Improving Algorithm Response to Preference Changes in Multiobjective Optimisation Using ArchivesTaylor, Kendall / Li, Xiaodong / Chan, Jeffrey et al. | 2019
- 2450
-
Multiobjective memetic algorithm for vital nodes identification in complex networksLuo, Juanjuan / Ma, Huadong / Zhou, Dongqing et al. | 2019
- 2458
-
A Novel Pareto-VIKOR Index for Ranking Scientists’ Publication Impacts: A Case Study on Evolutionary Computation ResearchersBidgoli, Azam Asilian / Rahnamayan, Shahryar / Mahdavi, Sedigheh / Deb, Kalyanmoy et al. | 2019
- 2466
-
Driving Profile using Evolutionary ComputationLourenco, Nuno / Cabral, Bruno / Granjal, Jorge et al. | 2019
- 2474
-
Optimising Team Sport Training Plans With Grammatical EvolutionConnor, Mark / Fagan, David / O'Neill, Michael et al. | 2019
- 2482
-
Evolutionary Optimization of Air-conditioning Schedule Robust for Temperature Forecast ErrorsOhta, Yoshihiro / Sato, Hiroyuki et al. | 2019
- 2490
-
Evolutionary Multitasking for Semantic Web Service CompositionWang, Chen / Ma, Hui / Chen, Gang / Hartmann, Sven et al. | 2019
- 2498
-
Identifying Isolated Microgrids in Rural Areas : An Evolutionary Algorithm Approach for a Graph Clustering ProblemRosenberg, Manou / Fletcher, James / Reynolds, Mark / French, Tim / While, Lyndon et al. | 2019
- 2506
-
User and Task Identification of Smartwatch Data with an Ensemble of Nonlinear Symbolic ModelsHughes, James Alexander / Alexander Brown, Joseph / Khan, Adil Mehmood / Masood Khattak, Asad / Daley, Mark et al. | 2019
- 2514
-
Evolutionary synthetic minority oversampling technique with random forest for warfarin dose prediction in Chinese patientsTao, Yanyun / Wang, Kaixin / Zhang, Yuzhen et al. | 2019
- 2521
-
A Weak Supervision Technique with a Generative Model for Improved Gene ClusteringDutta, Pratik / Saha, Sriparna et al. | 2019
- 2529
-
A Ranking Based Technique to Predict Protein ComplexesChowdhury, Archana / Rakshit, Pratyusha / Konar, Amit / Nagar, Atulya K. et al. | 2019
- 2537
-
Evolution of Biological Eye in Computer SimulationVaughan, Neil et al. | 2019
- 2544
-
Multi-Round Random Subspace Feature Selection for Incomplete Gene Expression DataPearson, Will / Tran, Cao Truong / Zhang, Mengjie / Xue, Bing et al. | 2019
- 2552
-
Ants for Identifying and Optimizing the Core Set K-Covering ProblemAl-Shihabi, Sameh et al. | 2019
- 2559
-
Feature Selection in Classification using Binary Max-Min Ant System with Differential EvolutionMontemayor, Jennifer Joyce M. / Crisostomo, Renato V. et al. | 2019
- 2567
-
Effective ACO-Based Memetic Algorithms for Symmetric and Asymmetric Dynamic ChangesMavrovouniotis, Michalis / Bonilha, Iae S. / Muller, Felipe M. / Ellinas, Georgios / Polycarpou, Marios et al. | 2019
- 2575
-
An Ant Colony Optimization based Approach to Adjust Public Transportation NetworkHu, Wei / Wang, Chunlu / Zuo, Xingquan et al. | 2019
- 2581
-
Electric Vehicle Charging Scheduling Using Ant Colony SystemMavrovouniotis, Michalis / Ellinas, Georgios / Polycarpou, Marios et al. | 2019
- 2589
-
An Efficient Multi-Object Detection Approach with Chaotic Model of Ant ColonyXu, Benlian / Lu, Mingli / Shi, Jian et al. | 2019
- 2595
-
SBFSS: Simplified Binary Fish School SearchSantana, Clodomir J. / Bastos-Filho, Carmelo J. A. / Macedo, Mariana / Siqueira, Hugo et al. | 2019
- 2603
-
Surprisingly Popular Algorithm-Based Comprehensive Adaptive Topology Learning PSOCui, Quanlong / Tang, Chuan / Xu, Guiping / Wu, Chunguo / Shi, Xiaohu / Liang, Yanchun / Chen, Liang / Lee, Heow Pueh / Huang, Han et al. | 2019
- 2611
-
A PSO-based Algorithm for Reserve Price Optimization in Online Ad AuctionsRhuggenaath, Jason / Akcay, Alp / Zhang, Yingqian / Kaymak, Uzay et al. | 2019
- 2620
-
Self-Adaptive Discrete Firefly Algorithm for Minimal Perturbation in Dynamic Constraint Satisfaction ProblemsBidar, Mahdi / Mouhoub, Malek et al. | 2019
- 2628
-
A Multi-Objective Problem in a PSO-based Control System for Maximum Power Point TrackingYasukawa, Shin / Saito, Toshimichi et al. | 2019
- 2634
-
A Modified Particle Swarm Optimization for Parameters Identification of Photovoltaic ModelsYu, K. J. / Ge, S. L. / Qu, B. Y. / Liang, J. J. et al. | 2019
- 2642
-
A Grammatical Evolution Approach for the Automated Generation of Perturbative HeuristicsMweshi, George / Pillay, Nelishia et al. | 2019
- 2649
-
Hyper-Parameter Optimization for Improving the Performance of Grammatical EvolutionWang, Hao / Lou, Yitan / Back, Thomas et al. | 2019
- 2657
-
Genetic Programming with Rademacher Complexity for Symbolic RegressionRaymond, Christian / Chen, Qi / Xue, Bing / Zhang, Mengjie et al. | 2019
- 2665
-
A Co-evolutionary Cartesian Genetic Programming with Adaptive Knowledge TransferZhong, Jinghui / Li, Linhao / Liu, Wei-Li / Feng, Liang / Hu, Xiao-Min et al. | 2019
- 2673
-
Data-driven Modelling of Dynamical Systems Using Tree Adjoining Grammar and Genetic ProgrammingKhandelwal, Dhruv / Schoukens, Maarten / Toth, Roland et al. | 2019
- 2681
-
A Hybrid Genetic Programming Hyper-Heuristic Approach for Online Two-level Resource Allocation in Container-based CloudsTan, Boxiong / Ma, Hui / Mei, Yi et al. | 2019
- 2689
-
Evolutionary Planning for Multi-User Multi-Task MissionsKala, Rahul et al. | 2019
- 2697
-
Sensor based Evolutionary Mission PlanningBhardwaj, Akanksha / Kala, Rahul et al. | 2019
- 2705
-
Comparing Direct and Indirect Representations for Environment-Specific Robot Component DesignCollins, Jack / Cottier, Ben / Howard, David et al. | 2019
- 2713
-
The Cost of Complexity in Robot BodiesNagar, Danielle / Furman, Alexander / Nitschke, Geoff et al. | 2019
- 2721
-
A Study on Online Hyper-heuristic Learning for Swarm RobotsYu, Shuang / Song, Andy / Aleti, Aldeida et al. | 2019
- 2729
-
The Effects of Controller Representation on the Evolution of the Variable Speed Turn-Circle Intercept ProblemAndroulakakis, Pavlos / Fuchs, Zachariah E. et al. | 2019
- 2738
-
Evaluation and Validation of Semi-Supervised Ant-inspired Sentence-Level Sentiment Prediction ClusteringQasem, Mohammed / Thulasiraman, Parimala et al. | 2019
- 2746
-
Gradient-free Algorithms for Graph EmbeddingQu, Liang / Shi, Yuhui et al. | 2019
- 2753
-
Exploring Multi-Objective Optimization for Multi-Label Classifier EnsemblesSaha, Sriparna / Sarkar, Debanjan / Kramer, Stefan et al. | 2019
- 2761
-
A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE AlgorithmMahdavi, Sedigheh / Rahnamayan, Shahryar / Deb, Kalyanmoy / Rahnamayan, Mitra et al. | 2019
- 2771
-
Island Model Genetic Algorithm for Feature Selection in Non-Traditional Credit Risk EvaluationLiu, Yue / Ghandar, Adam / Theodoropoulos, Georgios et al. | 2019
- 2779
-
New Fitness Functions in Genetic Programming for Classification with High-dimensional Unbalanced DataPei, Wenbin / Xue, Bing / Shang, Lin / Zhang, Mengjie et al. | 2019
- 2787
-
Variable Grid Resolution based Evolutionary Multi-objective optimization towards Micro-sitingMittal, Prateek / Mitra, Kishalay et al. | 2019
- 2794
-
Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector MachineHU, Weizhen / JIANG, Min / Gao, Xing / TAN, Kay Chen / Cheung, Yiu-ming et al. | 2019
- 2800
-
NSGA-II with Local Search for Multi-objective Application Deployment in Multi-CloudMa, Hui / da Silva, Alexandre Sawczuk / Kuang, Wentao et al. | 2019
- 2808
-
Multi-objective Approach for Semi-Supervised Discriminant Analysis with Relative DistanceSanodiya, Rakesh Kumar / Saha, Sriparna / Mathew, Jimson / Thalakottur, Michelle Davies / Aadya, Utkarshinee et al. | 2019
- 2816
-
Solving the Multi-Commodity Flow Problem using a Multi-Objective Genetic AlgorithmFarrugia, Noel / Briffa, Johann A. / Buttigieg, Victor et al. | 2019
- 2824
-
A multi-objective multi-factorial evolutionary algorithm with reference-point-based approachThanh Binh, Huynh Thi / Quoc Tuan, Nguyen / Thanh Long, Doan Cao et al. | 2019
- 2832
-
Composing Distributed Data-intensive Web Services Using a Flexible Memetic AlgorithmSadeghiram, Soheila / Ma, Hui / Chen, Gang et al. | 2019
- 2840
-
Genetic Approach to Stable Partitioning in Online Role Based Hedonic GamesTsogbadrakh, Tsenguun / Spradling, Matthew et al. | 2019
- 2848
-
Diversity Improves Teamwork: Optimising Teams using a Genetic AlgorithmLim, Soo Ling / Bentley, Peter J. et al. | 2019
- 2856
-
Re-parametrising Cost Matrices for Tuning Model Predictive ControllersChin, Robert / Rowe, Jonathan E. et al. | 2019
- 2864
-
Clustering Networks Based on Physarum Optimization for Seismic Catalogs AnalysisKhare, Prasunika / Nanda, Satyasai Jagannath / Kumar Vijay, Rahul et al. | 2019
- 2872
-
Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization ProblemSenkerik, Roman / Kadavy, Tomas / Viktorin, Adam / Pluhacek, Michal et al. | 2019
- 2878
-
Random Key Self–Organizing Migrating Algorithm for Permutation ProblemsKromer, Pavel / Janousek, Jan / Platos, Jan et al. | 2019
- 2886
-
On the Particle Swarm Optimization Control Using Analytic Programming and Self Organizing Migrating AlgorithmTomaszek, Lukas / Chadli, Mohammed et al. | 2019
- 2894
-
Modified SOMA for Optimal Control Problem*Diveev, Askhat / Sofronova, Elena / Shmalko, Elizaveta et al. | 2019
- 2900
-
QDSOMA: Towards the Utilization of Quantum Computing within SOMAGajdos, Petr / Behalek, Marek / Janousek, Jan / Kromer, Pavel et al. | 2019
- 2908
-
Introducing Self-Adaptive Parameters to Self-organizing Migrating AlgorithmKadavy, Tomas / Pluhacek, Michal / Senkerik, Roman / Viktorin, Adam et al. | 2019
- 2915
-
A Heuristic Based on Randomized Greedy Algorithms for the Clustered Shortest-Path Tree ProblemThanh, Pham Dinh / Thi Thanh Binh, Huynh / Dac, Do Dinh / Binh Long, Nguyen / Hai Phong, Le Minh et al. | 2019
- 2923
-
Minimal Node Placement for Ensuring Target Coverage With Network Connectivity and Fault Tolerance Constraints in Wireless Sensor NetworksHanh, Nguyen Thi / Binh, Huynh Thi Thanh / Van Son, Nguyen / Lan, Phan Ngoc et al. | 2019
- 2931
-
Clustering and Ranking Based Methods for Selecting Tuned Search Heuristic ParametersWaibel, Christoph / Evins, Ralph / Carmeliet, Jan et al. | 2019
- 2941
-
Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective ApproachSingh, Hemant / Campbell, Benjamin / Elsayed, Saber / Perry, Anthony / Hunjet, Robert / Abbass, Hussein et al. | 2019
- 2949
-
Similarity of Continuous Optimization Problems from the Algorithm Performance PerspectiveZhang, Yong-Wei / Halgamuge, Saman K. et al. | 2019
- 2958
-
A New Brainstorming Based Algorithm for the Community Detection ProblemBeldi, Zohra / Bessedik, Malika et al. | 2019
- 2966
-
RBFA: Radial Basis Function AutoencodersDaoud, Maisa / Mayo, Michael / Cunningham, Sally Jo et al. | 2019
- 2974
-
On Evolutionary Classification EnsemblesKardas, Aleksandra / Kawulok, Michal / Nalepa, Jakub et al. | 2019
- 2982
-
XCS with Combined Reward Method (XCSCR) for Policy Search in Multistep ProblemsZhang, Zheming / Browne, Will N. / Carnegie, Dale A. et al. | 2019
- 2990
-
An Evolutionary Machine Learning Approach Towards Less Conservative Robust OptimizationPantula, Priyanka D. / Mitra, Kishalay et al. | 2019
- 3006
-
Instance based Transfer Learning for Genetic Programming for Symbolic RegressionChen, Qi / Xue, Bing / Zhang, Mengjie et al. | 2019
- 3014
-
Quaternion-Based Backtracking Search Optimization AlgorithmPassos, Leandro Aparecido / Rodrigues, Douglas / Papa, Joao Paulo et al. | 2019
- 3022
-
Quantum Differential Evolution: an InvestigationLi, Kangjing / Elsayed, Saber / Sarker, Ruhul / Essam, Daryl et al. | 2019
- 3030
-
Hybrid parameter adaptation strategy for differential evolution to solve real-world problemsEssaid, Mokhtar / Brevilliers, Mathieu / Lepagnot, Julien / Idoumghar, Lhassane / Fodorean, Daniel et al. | 2019
- 3037
-
An Analysis on the Effect of Selection on Exploration in Particle Swarm Optimization and Differential EvolutionChen, Stephen / Bolufe-Rohler, Antonio / Montgomery, James / Hendtlass, Tim et al. | 2019
- 3045
-
On the Behaviour of Differential Evolution for Problems with Dynamic Linear ConstraintsHasani-Shoreh, Maryam / Ameca-Alducin, Maria-Yaneli / Blaikie, Wilson / Schoenauer, Marc et al. | 2019
- 3053
-
A Simple and Effective Termination Condition for Both Single- and Multi-Objective Evolutionary AlgorithmsKukkonen, Saku / Coello Coello, Carlos A. et al. | 2019
- 3060
-
CAPSO: A Parallelized Multiobjective Cultural Algorithm Particle Swarm OptimizerStanley, Samuel Dustin / Kattan, Khalid / Reynolds, Robert et al. | 2019
- 3070
-
A Parallel Tabu Search for the Large-scale Quadratic Assignment ProblemAbdelkafi, Omar / Derbel, Bilel / Liefooghe, Arnaud et al. | 2019
- 3078
-
Comparative Analysis of Two Asynchronous Parallelization Variants for a Multi-Objective Coevolutionary SolverZavoianu, Alexandru-Ciprian / Saminger-Platz, Susanne / Amrhein, Wolfgang et al. | 2019
- 3086
-
Distributed NSGA-II Sharing Extreme Non-dominated Solutions for Improving Accuracy and Achieving Speed-upSato, Yuji / Sato, Mikiko / Miyakawa, Minami et al. | 2019
- 3094
-
Parallelization Strategies for GPU-Based Ant Colony Optimization Solving the Traveling Salesman ProblemMenezes, Breno A. M. / Kuchen, Herbert / Amorim Neto, Hugo A. / de Lima Neto, Fernando B. et al. | 2019
- 3102
-
Achieving Flexible Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based ApproachYu, Yongbo / Feng, Yalian / Ma, Hui / Chen, Aaron / Wang, Chen et al. | 2019
- 3110
-
The EZopt Optimisation FrameworkHendtlass, Tim et al. | 2019
- 3118
-
Random Walk Mutation-based DE with EDA for Nonlinear Equations SystemsLiao, Zuowen / Gong, Wenyin / Cai, Zhihua / Wang, Ling / Wang, Yong et al. | 2019
- 3126
-
CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018Skvorc, Urban / Eftimov, Tome / Korosec, Peter et al. | 2019
- 3134
-
A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton MethodMejia-de-Dios, Jesus-Adolfo / Mezura-Montes, Efren et al. | 2019
- 3142
-
On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution StrategyLou, Yang / Yuen, Shiu Yin / Chen, Guanrong / Zhang, Xin et al. | 2019
- 3150
-
New Improved SALSHADE-cnEpSin Algorithm with Adaptive ParametersSalgotra, Rohit / Singh, Urvinder / Saha, Sriparna / Nagar, Atulya et al. | 2019
- 3157
-
Introducing the Dynamic Customer Location-Allocation ProblemAnkrah, Reginald / Lacroix, Benjamin / McCall, John / Hardwick, Andrew / Conway, Anthony et al. | 2019
- 3165
-
Investigation of Asynchrony in Dynamic Multi-Objective OptimizationHerring, Daniel / Kirley, Michael / Yao, Xin et al. | 2019
- 3173
-
Modified Selection and Search in Learning Automata Based Artificial Bee Colony in Noisy EnvironmentRakshit, Pratyusha / Konar, Amit / Nagar, Atulya K. et al. | 2019
- 3181
-
A Greedy, Generative, Lattice Representation for Point PackingAshlock, Daniel / Gilbert, Jeremy et al. | 2019
- 3189
-
Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation SchemeHiba, Hanan / Ibrahim, Amin / Rahnamayan, Shahryar et al. | 2019
- 3197
-
An Evolutionary Deep Learning Approach Using Genetic Programming with Convolution Operators for Image ClassificationBi, Ying / Xue, Bing / Zhang, Mengjie et al. | 2019
- 3205
-
Evolving Collective Cognition of Robotic Swarms in the Foraging Task with PoisonHiraga, Motoaki / Wei, Yufei / Ohkura, Kazuhiro et al. | 2019
- 3213
-
Search Property of Nonlinear Map OptimizationJin'no, Kenya / Sasaki, Tomoyuki / Nakano, Hidehiro et al. | 2019
- 3221
-
Application of MOEA/D to a Trade-Off Problem Between Maximum Power Point and StabilityTogawa, Tomoyuki / Kunii, Yusuke / Yasukawa, Shin / Saito, Toshimichi et al. | 2019
- 3227
-
Trust in Computational Intelligence Systems: A Case Study in Public PerceptionsCrockett, Keeley / Goltz, Sean / Garratt, Matt / Latham, Annabel et al. | 2019
- 3235
-
Unlocking the Black Box of Wearable Intelligence: Ethical Considerations and Social ImpactTuovinen, Lauri / Smeaton, Alan F. et al. | 2019
- 3244
-
Learning to Rank Peptide-Spectrum Matches Using Genetic ProgrammingAzari, Samaneh / Zhang, Mengjie / Xue, Bing / Peng, Lifeng et al. | 2019
- 3252
-
Generating Nonlinear Models of Functional Connectivity from Functional Magnetic Resonance Imaging Data with Genetic ProgrammingHughes, James Alexander / Daley, Mark et al. | 2019
- 3262
-
Parallel Island Model Genetic Algorithms applied in NP-Hard problemsda Silveira, Lucas A. / Soncco-Alvarez, Jose L. / de Lima, Thaynara A. / Ayala-Rincon, Mauricio et al. | 2019
- 3270
-
An Improved Gaussian Pigeon-inspired Optimization AlgorithmHe, Jiahao / Liu, Yanbin / Chen, Boyi / Yi, Chunlun et al. | 2019
- 3277
-
Hybrid ISMC-PIO and Receding Horizon Control for UAVs FormationXu, Xiaobin / Duan, Haibin / Deng, Yimin / Luo, Delin et al. | 2019
- 3285
-
PDG-PIO: Predicting Disease-genes Based on Pigeon-inspired OptimizationZhang, Yuchen / Lei, Xiujuan / Cheng, Shi et al. | 2019
- 3292
-
Chaotic Evolution Algorithms Using Opposition-Based LearningLi, Tianshui / Pei, Yan et al. | 2019
- 3300
-
VARMOG: A Co-Evolutionary Algorithm to Identify Manifolds on Large DataMenendez, Hector D. et al. | 2019
- 3308
-
Online Feature-Generation of Code Fragments for XCS to Guide Feature ConstructionNguyen, Trung B. / Browne, Will N. / Zhang, Mengjie et al. | 2019
- 3316
-
Personalized Recommendation for Crowdfunding Platform: A Multi-objective ApproachZhang, Lei / Zhang, Xin / Cheng, Fan / Sun, Xiaoyan / Zhao, Hongke et al. | 2019
- 3325
-
A Dendritic Cell Immune System Inspired Approach for Stock Market Manipulation DetectionRizvi, Baqar / Belatreche, Ammar / Bouridane, Ahmed et al. | 2019
- 3333
-
Optimising Directional Changes trading strategies with different algorithmsPalsma, Jurgen / Adegboye, Adesola et al. | 2019
- 3341
-
Inverted-file R-tree Index Nodes Clustering Based on Multi-objective OptimizationMA, Wubin / Wang, Rui / Wang, Weichao / Deng, Su / Huang, Hongbin / Zhang, Tao / Wu, Jibin et al. | 2019
- 3348
-
Evolutionary Optimization on k-Nearest Neighbors Classifier for Imbalanced DatasetsShih, Yu-Hsin / Ting, Chuan-Kang et al. | 2019
- 3356
-
A Closed Itemset Property based Multi-objective Evolutionary Approach for Mining Frequent and High Utility ItemsetsCao, Heng / Yang, Shangshang / Wang, Qingren / Wang, Qijun / Zhang, Lei et al. | 2019
- 3364
-
A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud EnvironmentShi, Tao / Ma, Hui / Chen, Gang et al. | 2019
- 3372
-
Agent-based Modeling of Migration Dynamics in the Mekong Delta, Vietnam: Automated Calibration Using a Genetic AlgorithmNguyen, Hung Khanh / Chiong, Raymond / Chica, Manuel / Middleton, Richard H. / Dhakal, Sandeep et al. | 2019
- 3380
-
Low-Thrust Trajectory Design Optimization with Stochastic ConvolutionHou, Liqiang / Wu, Shufan / Hou, Zhaohui / Mu, Zhongcheng et al. | 2019
- 3388
-
A Research of Variable Selection Method within A Framework of Real-coded Genetic AlgorithmObata, Takahiro / Kurahashi, Setsuya et al. | 2019
- 3396
-
Development of Evolutionary Design of Experiments to Find Significant Effects for Natural Disaster PreventionUchitane, Takeshi / Hatanaka, Toshiharu et al. | 2019
- 3404
-
Multifactorial optimization using Artificial Bee Colony and its application to Car Structure Design OptimizationYokoya, Gen / Xiao, Heng / Hatanaka, Toshiharu et al. | 2019
- c1
-
CEC 2019 Cover Page| 2019
- i
-
CEC 2019 Copyright Page| 2019
- iii
-
CEC 2019 Welcome Message from the General Chairs| 2019