Hyper-Parameter Optimization for Deep Learning by Surrogate-based Model with Weighted Distance Exploration (English)
- New search for: Li, Zhenhua
- New search for: Shoemaker, Christine A.
- New search for: Li, Zhenhua
- New search for: Shoemaker, Christine A.
In:
2021 IEEE Congress on Evolutionary Computation (CEC)
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917-925
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2021
- Conference paper / Electronic Resource
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Title:Hyper-Parameter Optimization for Deep Learning by Surrogate-based Model with Weighted Distance Exploration
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Contributors:Li, Zhenhua ( author ) / Shoemaker, Christine A. ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2021-06-28
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Size:2662283 byte
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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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
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An Integrated Differential Evolution-based Heuristic Method for Product Family Design ProblemAli, Ismail M. / Turan, Hasan H. / Chakrabortty, Ripon K. / Elsawah, Sondoss / Ryan, Michael J. et al. | 2021
- 33
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- 41
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Adaptive Differential Evolution based on Exploration and Exploitation ControlBai, Hao / Huang, Changwu / Yao, Xin et al. | 2021
- 49
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- 57
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- 65
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- 71
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- 87
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- 111
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- 225
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- 233
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- 241
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- 248
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- 256
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- 1107
-
A Genetic Algorithm for the Nesting Problem With Continuous RotationsNunes, Wesley H. B. / Moreira, Mayron C. O. / Andretta, Marina et al. | 2021
- 1115
-
Machine Learning for Determining the Transition Point in Hybrid MetaheuristicsBolufe-Rohler, Antonio / Yuan, Ye et al. | 2021
- 1123
-
Automated Development of Latent Representations for Optimization of Sequences Using AutoencodersKaszuba, Piotr / Komosinski, Maciej / Mensfelt, Agnieszka et al. | 2021
- 1131
-
Local Optima Network Sampling for Permutation FlowshopPavelski, Lucas Marcondes / Kessaci, Marie-Eleonore / Delgado, Myriam et al. | 2021
- 1139
-
The Effect of Sampling Methods on the Invariance to Function Transformations When Using Exploratory Landscape AnalysisSkvorc, Urban / Eftimov, Tome / Korosec, Peter et al. | 2021
- 1147
-
A Neural Approach to Generation of Constructive HeuristicsAlissa, Mohamad / Sim, Kevin / Hart, Emma et al. | 2021
- 1155
-
Automated Design of Unfolded Metaheuristics and the Effect of Population SizeCruz-Duarte, Jorge M. / Amaya, Ivan / Ortiz-Bayliss, Jose Carlos / Pillay, Nelishia et al. | 2021
- 1163
-
Enhancing Moea/d with Escape MechanismsDerbel, Bilel / Pruvost, Geoffrey / Hong, Byung-Woo et al. | 2021
- 1171
-
Revisiting Pareto-Optimal Multi- and Many-Objective Reference Fronts for Continuous Optimizationda Silva, Gabriela Cavalcante / Wanner, Elizabeth F. / Bezerra, Leonardo C. T. / Stutzle, Thomas et al. | 2021
- 1179
-
Investigating Constraint Relationship in Evolutionary Many-Constraint OptimizationMing, Mengjun / Wang, Rui / Zhang, Tao et al. | 2021
- 1185
-
Towards a More Balanced Reference Set Adaptation Method: First ResultsMarquez-Vega, Luis A. / Falcon-Cardona, Jesus Guillermo / Osuna, Edgar Covantes et al. | 2021
- 1193
-
Multi-Modal Multi-Objective Evolutionary Optimization for Problems with Solutions of Variable-LengthMoshaiov, Amiram / Breslav, Yosef / Farhi, Eliran et al. | 2021
- 1201
-
An Empirical Study on the Use of the S-energy Performance Indicator in Mating Restriction Schemes for Multi-Objective OptimizersBernabe Rodriguez, Amin V. / Coello Coello, Carlos A. et al. | 2021
- 1209
-
Comparative Performances of Neural Networks of Variant Architectures Trained with Backpropagation and Differential EvolutionOussalem, Zakaria / Venkat, Rochan Avlur / Malagavalli, Jahnavi / Bhattacharya, Arya Kumar et al. | 2021
- 1217
-
Fast Evolutionary Neural Architecture Search Based on Bayesian Surrogate ModelShi, Rui / Luo, Jianping / Liu, Qiqi et al. | 2021
- 1225
-
Multi-Objective Hyperparameter Optimization for Spiking Neural Network NeuroevolutionParsa, Maryam / Kulkarni, Shruti R. / Coletti, Mark / Bassett, Jeffrey / Mitchell, J. Parker / Schuman, Catherine D. et al. | 2021
- 1233
-
Differential Evolution-based Neural Network Training Incorporating a Centroid-based Strategy and Dynamic Opposition-based LearningMousavirad, Seyed Jalaleddin / Oliva, Diego / Hinojosa, Salvador / Schaefer, Gerald et al. | 2021
- 1241
-
Evolving Neural Networks for Text Classification using Genetic Algorithm-based ApproachesAndersen, Hayden / Stevenson, Sean / Ha, Tuan / Gao, Xiaoying / Xue, Bing et al. | 2021
- 1249
-
Evaluating Anytime Performance on NAS-Bench-101Vieira, Carlos / Caceres, Leslie Perez / Bezerra, Leonardo C. T. et al. | 2021
- 1257
-
Aggregation or Selection? Clustering Many Objectives for Vehicle Routing Problem with Demand Responsive TransportMendes, Renan S. / Wanner, Elizabeth F. / Martins, Flavio V. C. / Deb, Kalyanmoy et al. | 2021
- 1265
-
Mitigating Attacks on Fake News Detection Systems using Genetic-Based Adversarial TrainingSmith, Marcellus / Brown, Brandon / Dozier, Gerry / King, Michael et al. | 2021
- 1272
-
Evaluation of Decision-making Strategies for Robots in Intralogistics Problems Using Multi-agent PlanningMoreira, Leonardo Henrique / Ghedini Ralha, Celia et al. | 2021
- 1280
-
Multi Objective UAV Network Deployment for Dynamic Fire CoverageShrestha, Kripash / Dubey, Rahul / Singandhupe, Ashutosh / Louis, Sushil / La, Hung et al. | 2021
- 1288
-
Heuristic Strategies for Solving Complex Interacting Large-Scale Stockpile Blending ProblemsXie, Yue / Neumann, Aneta / Neumann, Frank et al. | 2021
- 1296
-
Detecting Anomalies In Daily COVID-19 Cases Data From Brazil Capitals Using GSP TheoryFrancisquini, Rodrigo / da Silva, Tiago T. / Nascimento, Maria C. V. et al. | 2021
- 1304
-
Genetic Algorithm Assisted HIDMS-PSO: A New Hybrid Algorithm for Global OptimisationVarna, Fevzi Tugrul / Husbands, Phil et al. | 2021
- 1312
-
Multi-Objective Optimisation of Robotic Active Particle Swarms for Continuous Repair of Large Scale High Value StructuresOyekan, John et al. | 2021
- 1319
-
A Niche Based Multi-objective Particle Swarm OptimizerGuo, Jinglei / Shao, Miaomiao / Jiang, Shouyong / Zhou, Xinyu et al. | 2021
- 1327
-
PSO with Coupled Map Lattice and Worker Ant’s LawMatsumoto, Kanta / Ikuta, Chihiro et al. | 2021
- 1333
-
Optimal Train Speed Optimization under Several Safety Points by the PSO AlgorithmLiu, Jun / Shi, Tianyun / Ma, Xiaoning / Xue, Rui / Liu, Min et al. | 2021
- 1341
-
Upper Bounds for Particle Location Variance Convergence Measures in the Stochastic Model of Particle SwarmWojcik, Krzysztof / Kulpa, Tomasz / Trojanowski, Krzysztof et al. | 2021
- 1349
-
A Population Size Dynamic Reduction Criterion in PSO AlgorithmsBasilio, Samuel C.A. / Lemonge, Afonso C. C. / Carvalho, Erica C.R. et al. | 2021
- 1357
-
Cooperative Chaotic EvolutionYu, Jun / Wang, Zitong / Pei, Yan et al. | 2021
- 1365
-
Fast Heuristics for Traveling Salesman Problems with Multiple Flying SidekicksDelazeri, Gustavo / Ritt, Marcus et al. | 2021
- 1372
-
Configuring the Perturbation Operations of an Iterated Local Search Algorithm for Cross-domain Search: A Probabilistic Learning ApproachAdubi, Stephen A. / Oladipupo, Olufunke O. / Olugbara, Oludayo O. et al. | 2021
- 1380
-
An Evolutionary Computation Based Model for Testing Transfer Learning StrategiesAlghamdi, Tami / Heckendorn, Robert B. et al. | 2021
- 1390
-
The Sectional Art Gallery and an Evolutionary Algorithm for Approaching Its Minimum Point Guard ProblemTerhar, Fynn / Icking, Christian et al. | 2021
- 1398
-
HIDMS-PSO with Bio-inspired Fission-Fusion Behaviour and a Quorum Decision MechanismVarna, Fevzi Tugrul / Husbands, Phil et al. | 2021
- 1406
-
Exponentially Decaying Explosion in Fireworks AlgorithmChen, Maiyue / Tan, Ying et al. | 2021
- 1414
-
If You Can’t Beat It, Squash It: Simplify Global Optimization by Evolving Dilation FunctionsPapetti, Daniele M. / Ashlock, Daniel A. / Cazzaniga, Paolo / Besozzi, Daniela / Nobile, Marco S. et al. | 2021
- 1423
-
The Impact of Representation on the Optimization of Marker Panels for Single-cell RNA DataTangherloni, Andrea / Riva, Simone G. / Spolaor, Simone / Besozzi, Daniela / Nobile, Marco S. / Cazzaniga, Paolo et al. | 2021
- 1431
-
Cheating Like The Neighbors: Logarithmic Complexity For Fitness Evaluation In Genetic AlgorithmsPitzer, Erik / Affenzeller, Michael et al. | 2021
- 1439
-
Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective OptimizationSharma, Shreya / Blank, Julian / Deb, Kalyanmoy / Panigrahi, Bijaya Ketan et al. | 2021
- 1447
-
Tackling the Subset Sum Problem with Fixed Size using an Integer Representation SchemeParque, Victor et al. | 2021
- 1454
-
Local Neighborhood-Based Adaptation of Weights in Multi-Objective Evolutionary Algorithms Based on DecompositionJunqueira, Paulo Pinheiro / Meneghini, Ivan Reinaldo / Guimaraes, Frederico Gadelha et al. | 2021
- 1462
-
Weight Vector Arrangement Using Virtual Objective Vectors in Decomposition-based MOEATakagi, Tomoaki / Takadama, Keiki / Sato, Hiroyuki et al. | 2021
- 1470
-
A Dynamic Penalty Function within MOEA/D for Constrained Multi-objective Optimization ProblemsMaldonado, Hugo Monzon / Zapotecas-Martinez, Saul et al. | 2021
- 1478
-
Modified Decomposition Framework and Algorithm for Many-objective Topology and Weight Evolution of Neural NetworksSalih, Adham / Moshaiov, Amiram et al. | 2021
- 1486
-
Using a Genetic Algorithm-based Hyper-heuristic to Tune MOEA/D for a Set of Various Test ProblemsPang, Lie Meng / Ishibuchi, Hisao / Shang, Ke et al. | 2021
- 1495
-
Inconstant Update of Reference Point Value for Parallel and Distributed MOEA/DSato, Mikiko / Sato, Yuji / Midtlyng, Mads / Miyakawa, Minami et al. | 2021
- 1503
-
Multi-Objective Bayesian Optimisation Using an Exploitative Attainment Front Acquisition FunctionGibson, Finley J. / Everson, Richard M. / Fieldsend, Jonathan E. et al. | 2021
- 1511
-
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case StudyPeralta, Federico / Yanes, Samuel / Reina, Daniel Gutierrez / Toral, Sergio et al. | 2021
- 1519
-
Adaptation of Search Generations in Extreme Learning Assisted MOEA/D Based on Estimation Accuracy of Surrogate ModelTsujino, Koki / Harada, Tomohiro / Thawonmas, Ruck et al. | 2021
- 1527
-
The Performance Effect of Model Accuracy on Classification-Assisted Evolutionary AlgorithmsCao, Chang / Lu, Xiaofen / Li, Yachen / Zhu, Junda / Tang, Ke et al. | 2021
- 1537
-
Efficient Global Multi-Objective Aerodynamic Optimization Using Combined Multi-Point Infilling Strategy and Surrogate ModelsYao, Yiming / Yang, Xudong et al. | 2021
- 1543
-
A Genetic Algorithm For Investment Tracking With Stochastic Model Predictive ControlKely de Melo, Maisa / Cardoso, Rodrigo T. N. / Argolo Jesus, Tales et al. | 2021
- 1551
-
Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian OptimizationAlibrahim, Hussain / Ludwig, Simone A. et al. | 2021
- 1560
-
A Simulated IMO-DRSA Approach for Cognitive Reduction in Multiobjective Financial Portfolio Interactive OptimizationSoares Silva, Julio Cezar / Teixeira de Almeida Filho, Adiel et al. | 2021
- 1569
-
Evaluation of Index Tracking Portfolios During the COVID-19 PandemicDe Amorim, Thiago Wanderley / Silva, Julio Cezar Soares / De Almeida Filho, Adiel Teixeira et al. | 2021
- 1577
-
IPOP-CMA-ES and the Influence of Different Deviation Measures for Agent-Based Model CalibrationVargas-Perez, Victor / Chica, Manuel / Cordon, Oscar et al. | 2021
- 1585
-
Multiple-Preys Pursuit based on Biquadratic Assignment ProblemSun, Lijun / Lyu, Chao / Shi, Yuhui / Lin, Chin-Teng et al. | 2021
- 1593
-
Necrotic Behavioral Control of Agent Behavior in the Iterated Prisoner’s DilemmaSaunders, Amanda / Ashlock, Daniel / Greensmith, Julie et al. | 2021
- 1601
-
Multi-objective Coevolution and Decision-making for Cooperative and Competitive EnvironmentsSuresh, Anirudh / Kongmanee, Jaturong / Deb, Kalyanmoy / Boddeti, Vishnu Naresh et al. | 2021
- 1609
-
The Effects of Initial Condition Selection on the Evolution of a Turn Circle Intercept Feedback ControllerAndroulakakis, Pavlos / Fuchs, Zachariah et al. | 2021
- 1619
-
The Predator’s Purpose: Intention Perception in Simulated Agent EnvironmentsMaina-Kilaas, Amani R. / Hom, Cynthia / Ginta, Kevin / Montanez, George D. et al. | 2021
- 1627
-
An Approximation-based Chemical Reaction Algorithm for Combinatorial Multi-Objective Bi-level Optimization ProblemsAbbassi, Malek / Chaabani, Abir / Said, Lamjed Ben / Absi, Nabil et al. | 2021
- 1635
-
Comparing Expected Improvement and Kriging Believer for Expensive Bilevel OptimizationWang, Bing / Singh, Hemant Kumar / Ray, Tapabrata et al. | 2021
- 1643
-
Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization ProblemsChen, Lei / Liu, Hai-Lin et al. | 2021
- 1648
-
A Genetic Algorithm Approach to Compute Mixed Strategy Solutions for General Stackelberg GamesGottipati, Srivathsa / Paruchuri, Praveen et al. | 2021
- 1656
-
A Multifactorial Evolutionary Algorithm For Minimum Energy Cost Data Aggregation Tree In Wireless Sensor NetworksDao, Tran Cong / Hung, Tran Huy / Tam, Nguyen Thi / Binh, Huynh Thi Thanh et al. | 2021
- 1664
-
Multi-Armed Bandits for Many-Task Evolutionary OptimizationThanh, Le Tien / Van Cuong, Le / Thang, Ta Bao / Thi Thanh Binh, Huynh et al. | 2021
- 1672
-
EMT-ReMO: Evolutionary Multitasking for High-Dimensional Multi-Objective Optimization via Random EmbeddingFeng, Yinglan / Feng, Liang / Hou, Yaqing / Tan, Kay Chen / Kwong, Sam et al. | 2021
- 1680
-
Multi-Task Learning for Multi-Objective Evolutionary Neural Architecture SearchCai, Ronghong / Luo, Jianping et al. | 2021
- 1688
-
A Multi-task Approach For Maximum Survival Ratio Problem In Large-Scale Wireless Rechargeable Sensor NetworksCuong, Le Van / Thi Huong, Tran / Thanh Binh, Huynh Thi et al. | 2021
- 1696
-
An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian DistributionXu, Mengfan / Zhu, Zexuan / Qi, Yutao / Wang, Lei / Ma, Xiaoliang et al. | 2021
- 1704
-
Multi-Objective A* Algorithm for the Multimodal Multi-Objective Path Planning OptimizationJin, Bo et al. | 2021
- 1712
-
A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route PlanningDong, Nanjiang / Wang, Rui / Zhang, Tao et al. | 2021
- 1719
-
Path Planning based on Multi-objective Topological MapZhao, Jiaqi / Jia, Zhijie / Zhou, Yong / Zhang, Ruihao / Xie, Zeming / Xu, Zikang / Li, Yuxin / Zhang, Di et al. | 2021
- 1727
-
Evolutionary Ensemble Learning Using Multimodal Multi-objective Optimization Algorithm Based on Grid for Wind Speed ForecastingHu, Yi / Liang, Jing / Qu, Boyang / Wang, Jie / Wang, Yanli / Wei, Panpan et al. | 2021
- 1735
-
Particle Swarm Optimisation for Analysing Time-Dependent Photoluminescence DataRobinson, Demelza / Chen, Qi / Xue, Bing / Wagner, Isabella / Price, Michael / Hume, Paul / Chen, Kai / Hodgkiss, Justin / Zhang, Mengjie et al. | 2021
- 1743
-
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial RobotsGiovannitti, Eliana / Nabavi, Sayyidshahab / Squillero, Giovanni / Tonda, Alberto et al. | 2021
- 1751
-
Optimizing Parameters of Self-Organizing Model for Swarm Robots via Evolutionary AlgorithmsZheng, Zhicheng / Li, Yanan / Lei, Xiaokang / Peng, Xingguang et al. | 2021
- 1759
-
A Multiobjective Optimization Approach for Reducing Air Traffic Collision RiskCai, Qing / Ang, Haojie / Alam, Sameer et al. | 2021
- 1767
-
Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design OptimizationSaha, Sneha / Minku, Leandro L. / Yao, Xin / Senhoff, Bernhard / Menzel, Stefan et al. | 2021
- 1777
-
Autonomous Monitoring System for Water Resources based on PSO and Gaussian ProcessJara Ten Kathen, Micaela / Jurado Flores, Isabel / Gutierrez Reina, Daniel / Tapia Cordoba, Alejandro et al. | 2021
- 1785
-
Fitness Caching - From a Minor Mechanism to Major Consequences in Modern Evolutionary ComputationPrzewozniczek, Michal W. / Komarnicki, Marcin M. et al. | 2021
- 1792
-
Genetic Algorithm with Multiple Fitness Functions for Generating Adversarial ExamplesWu, Chenwang / Luo, Wenjian / Zhou, Nan / Xu, Peilan / Zhu, Tao et al. | 2021
- 1800
-
Tracking the Heritage of Genes in Evolutionary AlgorithmsBenecke, Tobias / Mostaghim, Sanaz et al. | 2021
- 1808
-
A Genetic Algorithm for Scheduling Splittable Tasks with Precedence ConstraintsGao, Yuanliang / Poon, Sheung-Hung et al. | 2021
- 1817
-
Loading is the Key: A Novel Genetic Quantum Algorithm for SDVRPMa, Weijian / Zhang, Xinyuan / Xu, Yichen / Gao, Fei et al. | 2021
- 1826
-
Genetic Algorithms for Error Mitigation in Quantum MeasurementAcampora, Giovanni / Grossi, Michele / Vitiello, Autilia et al. | 2021
- 1833
-
Quantum-Inspired Differential Evolution for Resource-Constrained Project-Scheduling: Preliminary StudySaad, Hatem M.H. / Chakrabortty, Ripon K. / Elsayed, Saber et al. | 2021
- 1840
-
Preferred Solutions of the Ground Station Scheduling Problem using NSGA-III with Weighted Reference Points SelectionAntoniou, Margarita / Petelin, Gasper / Papa, Gregor et al. | 2021
- 1848
-
Genetic Programming with Algebraic Simplification for Dynamic Job Shop SchedulingPanda, Sai / Mei, Yi et al. | 2021
- 1856
-
A Dynamic Multiagent Genetic Algorithm for Optimal Charging in Wireless Rechargeable Sensor NetworksCao, Yating / Liu, Jing / Xu, Zhouwu et al. | 2021
- 1864
-
Learning Initialisation Heuristic for Large Scale Vehicle Routing Problem with Genetic ProgrammingCavalcanti Costa, Joao Guilherme / Mei, Yi / Zhang, Mengjie et al. | 2021
- 1872
-
Look-Ahead Genetic Programming for Uncertain Capacitated Arc Routing ProblemMacLachlan, Jordan / Mei, Yi et al. | 2021
- 1880
-
Achieving Multi-Objective Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based ApproachYu, Yongbo / Ma, Hui / Chen, Gang et al. | 2021
- 1888
-
An Adaptive Formulation-based Many-Objective Evolutionary Algorithm for Multi-Scenario Optimization in Data EnrichmentFan, Liang / Feng, Xudong / Wang, Handing et al. | 2021
- 1896
-
A Many-Objective Evolutionary Algorithm Based on New Angle Penalized DistanceFang, Junchao / Fang, Wei et al. | 2021
- 1904
-
Multi-objective Tabu-based Differential Evolution for Teleportation of Smart Virtual Machines in Private Computing CloudsJerzy, Balicki / Piotr, Dryja et al. | 2021
- 1912
-
Periodical Generation Update using an Unbounded External Archive for Multi-Objective OptimizationChen, Longcan / Pang, Lie Meng / Ishibuchi, Hisao / Shang, Ke et al. | 2021
- 1921
-
Comparing Selection Hyper-Heuristics for Many-Objective Numerical OptimizationVenske, Sandra M. / Almeida, Carolina P. / Delgado, Myriam R. et al. | 2021
- 1929
-
A Visualisation Method for Pareto Front Approximations in Many-objective OptimisationWu, Kai Eivind / Panoutsos, George et al. | 2021
- 1938
-
A Reinforcement-Learning-Based Evolutionary Algorithm Using Solution Space Clustering For Multimodal Optimization ProblemsXia, Hai / Li, Changhe / Zeng, Sanyou / Tan, Qingshan / Wang, Junchen / Yang, Shengxiang et al. | 2021
- 1946
-
Helper Objective Assisted Evolutionary Algorithm for Multi-modal OptimizationYang, Xu / Wang, Rui / Li, Wenhua et al. | 2021
- 1953
-
A Knowledge Transfer-Based Evolutionary Algorithm for Multimodal OptimizationDu, Wenhao / Ren, Zhigang / Chen, An / Liu, Hanqing et al. | 2021
- 1961
-
A Survey of Nearest-Better Clustering in Swarm and Evolutionary ComputationLuo, Wenjian / Lin, Xin / Zhang, Jiajia / Preuss, Mike et al. | 2021
- 1968
-
Attention-oriented Brain Storm Optimization for Multimodal Optimization ProblemsYang, Jian / Shi, Yuhui et al. | 2021
- 1976
-
A Modified APSODEE for Large Scale OptimizationLi, Dongyang / Guo, Weian / Wang, Lei / Wu, Qidi et al. | 2021
- 1983
-
Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization PerspectiveVodopija, Aljosa / Breiderhoff, Beate / Naujoks, Boris / Filipic, Bogdan et al. | 2021
- 1991
-
Advancing Genetic Programming via Information TheoryGrin, Aleksandr V / Gandomi, Amir H et al. | 2021
- 1999
-
An Evolutionary Framework for Real-Time Fraudulent Credit DetectionMohebali, Behshad / Karbaschi, Gelareh / Tahmassebi, Amirhessam / Meyer-Baese, Anke / Gandomi, Amir H. et al. | 2021
- 2007
-
A Hybrid BRKGA Approach for the Two Stage Capacitated Facility Location ProblemSouto, Gabriel / Morais, Igor / Faulhaber, Liss / Ribeiro, Glaydston Mattos / Henrique Gonzalez, Pedro et al. | 2021
- 2015
-
Automatically Extracting Features Using Genetic Programming for Low-Quality Fish Image ClassificationYan, Zichu / Bi, Ying / Xue, Bing / Zhang, Mengjie et al. | 2021
- 2023
-
Contrapuntal Composition and Autonomous Style Development of Organum Motets by using AntsOMGChang, Chun-yien / Chen, Ying-ping et al. | 2021
- 2031
-
Continuous Encoding for Community Detection in Attribute Networks with Preserving Node InformationZheng, Wei / Liu, Xin / Sun, Jianyong et al. | 2021
- 2039
-
Evolutionary Clustering Algorithm Using Supervised ClassifiersSainz-Tinajero, Benjamin Mario / Gutierrez-Rodriguez, Andres Eduardo / Ceballos, Hector G. / Cantu-Ortiz, Francisco J. et al. | 2021
- 2046
-
Complexity-Based Lambda Layer for Time Series PredictionBrezinski, Kenneth / Ferens, Ken et al. | 2021
- 2053
-
A Grid-dominance based Multi-objective Algorithm for Feature Selection in ClassificationWang, Peng / Xue, Bing / Zhang, Mengjie / Liang, Jing et al. | 2021
- 2061
-
Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program GraphsSmith, Robert J. / Amaral, Ryan / Heywood, Malcolm I. et al. | 2021
- 2069
-
Hullingversus Clustering - Two Complementary Applications of Non-Negative Matrix FactorizationKlopotek, Mieczyslaw A. / Wierzchon, Slawomir T. et al. | 2021
- 2077
-
Behavioral Cloning in Atari Games Using a Combined Variational Autoencoder and Predictor ModelChen, Brian / Tandon, Siddhant / Gorsich, David / Gorodetsky, Alex / Veerapaneni, Shravan et al. | 2021
- 2085
-
Portfolio Search and Optimization for General Strategy Game-PlayingDockhorn, Alexander / Hurtado-Grueso, Jorge / Jeurissen, Dominik / Xu, Linjie / Perez-Liebana, Diego et al. | 2021
- 2093
-
Coevolution of AI and Level Generators for Super Mario GameFlimmel, Julius / Gemrot, Jakub / Cerny, Vojtech et al. | 2021
- 2101
-
Investigating binary EAs for Passive In-Building Distributed Antenna SystemsShakya, Siddhartha / Poon, Kin / AlShanqiti, Khawla / Ouali, Anis / Sleptchenko, Andrei et al. | 2021
- 2109
-
An Evolutionary Hyper-Heuristic Approach to the Large Scale Vehicle Routing ProblemCavalcanti Costa, Joao Guilherme / Mei, Yi / Zhang, Mengjie et al. | 2021
- 2117
-
Genetic Programming with Archive for Dynamic Flexible Job Shop SchedulingXu, Meng / Zhang, Fangfang / Mei, Yi / Zhang, Mengjie et al. | 2021
- 2125
-
On the Application of ϵ-Lexicase Selection in the Generation of Dispatching RulesPlaninic, Lucija / Durasevic, Marko / Jakobovic, Domagoj et al. | 2021
- 2133
-
Cheapest Insertion and Disruption of Routes Operators for Solving Multi-Depot Electric Vehicle Location Routing Problem with Time Windows and Battery Swapping via GRASP and RVNDPortela, Braulio M.O. / Bernardino, Heder S. / Goncalves, Luciana B. / Soares, Stenio S. R. F. et al. | 2021
- 2141
-
Budget and SLA Aware Dynamic Workflow Scheduling in Cloud Computing with Heterogeneous ResourcesYang, Yifan / Chen, Gang / Ma, Hui / Zhang, Mengjie / Huang, Victoria et al. | 2021
- 2149
-
Large-scale Multiobjective Optimization via Problem Decomposition and ReformulationLi, Lianghao / He, Cheng / Cheng, Ran / Pan, Linqiang et al. | 2021
- 2156
-
An Improved Weighted Optimization-based Framework for Large-scale MOPsZheng, Junhao / Li, Lingjie / Lin, Qiuzhen / Ming, Zhong et al. | 2021
- 2164
-
An Improved MOEA/D Framework with Multoperator Strategies for Multi-objective Optimization Problems with a Large Scale of VariablesCao, Zijian / Liu, Chen / Wang, Zhenyu / Jia, Haowen et al. | 2021
- 2171
-
Prediction Guided Meta-Learning for Multi-Objective Reinforcement LearningLiu, Fei-Yu / Qian, Chao et al. | 2021
- 2179
-
Decision Space Scalability Analysis of Multi-Objective Particle Swarm Optimization AlgorithmsMadani, Amirali / Ombuki-Berman, Beatrice / Engelbrecht, Andries et al. | 2021
- 2187
-
A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architecturesda Silva, Cleber A.C.F. / Carneiro Rosa, Daniel / Miranda, Pericles B.C. / Cordeiro, Filipe R. / Si, Tapas / Nascimento, Andre C.A. / Mello, Rafael F. L. / de Mattos Neto, Paulo S. G. et al. | 2021
- 2195
-
DES-HyperNEAT: Towards Multiple Substrate Deep ANNsTenstad, Amund / Haddow, Pauline C. et al. | 2021
- 2203
-
An Efficient and Flexible Automatic Search Algorithm for Convolution Network ArchitecturesZhao, Liang / Fang, Wei et al. | 2021
- 2211
-
A Novel Evolving Classifier with a False Alarm Class for Speed Limit Sign RecognitionSanjeewani, Pubudu / Verma, Brijesh / Affum, Joseph et al. | 2021
- 2218
-
Smart Multi-Objective Evolutionary GANBaioletti, Marco / Bari, Gabriele Di / Poggioni, Valentina / Coello, Carlos Artemio Coello et al. | 2021
- 2226
-
Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray ImagesRodriguez-de-la-Cruz, Juan-Antonio / Acosta-Mesa, Hector-Gabriel / Mezura-Montes, Efren et al. | 2021
- 2234
-
SIMARD-LinearFold: Long Sequence RNA Design with Simulated AnnealingMcBride, Ryan / Tsang, Herbert H. et al. | 2021
- 2242
-
Score Level Fusion of Multimodal Biometrics Using Genetic AlgorithmAhmad, Shadab / Pal, Rajarshi / Ganivada, Avatharam et al. | 2021
- 2251
-
Optimally Weighted Ensembles in Model-Based Regression for Drug DiscoveryEchtenbruck, Patrick / Emmerich, Michael / Echtenbruck, Martina / Naujoks, Boris et al. | 2021
- 2259
-
The Effect of Mask Usage on Viral Immune Escape Times: An Evolutionary Strategies-Inspired ModelWitten, Matthew / Clancey, Owen et al. | 2021
- 2265
-
Tournament Topology Particle Swarm OptimizationKuo, Jason / Sheppard, John W. et al. | 2021
- 2273
-
Investigating Knowledge-Based Exploration-Exploitation Balance in a Minimalist Swarm Optimiseral-Rifaie, Mohammad Majid et al. | 2021
- 2281
-
A Novel Sampling Method with Lévy Flight for Distribution-Based Discrete Particle Swarm OptimizationIhara, Koya / Kato, Shohei et al. | 2021
- 2289
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Predicting Particle Swarm Optimization Control Parameters From Fitness Landscape CharacteristicsDennis, Cody / Ombuki-Berman, Beatrice M. / Engelbrecht, Andries et al. | 2021
- 2299
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Visualizing and Characterizing the Parameter Configuration Landscape of Particle Swarm Optimization using Physical Landform ClassificationHarrison, Kyle Robert / Ombuki-Berman, Beatrice M. / Engelbrecht, Andries P. et al. | 2021
- 2307
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An Exploration of Asocial and Social Learning in the Evolution of Variable-length StructuresO'Neill, Michael / Brabazon, Anthony et al. | 2021
- 2315
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A Graph-based Approach for Shepherding Swarms with Limited Sensing RangeMohamed, Reem E. / Elsayed, Saber / Hunjet, Robert / Abbass, Hussein et al. | 2021
- 2323
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A Random Walk Analysis of Search in MetaheuristicsChen, Stephen / Islam, Shehnaz / Bolufe-Rohler, Antonio / Montgomery, James / Hendtlass, Tim et al. | 2021
- 2331
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An Adaptive and Near Parameter-Free BRKGA Using Q-Learning MethodChaves, Antonio Augusto / Lorena, Luiz Henrique Nogueira et al. | 2021
- 2339
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A Multi-objective Iterated Local Search Approach to Solve the Insular Traveling Salesman ProblemRodriguez-Zbinden, Sebastian / Montero, Elizabeth / Blazquez, Carola / Miranda, Pablo et al. | 2021
- 2347
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Two Stage Quantum Optimization for the School Timetabling ProblemPires, Otto Menegasso / de Santiago, Rafael / Marchi, Jerusa et al. | 2021
- 2354
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iSklearn: Automated Machine Learning with iraceVieira, Carlos / de Araujo, Adelson / Andrade, Jose E. / Bezerra, Leonardo C. T. et al. | 2021
- 2362
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Intelligent-Guided Adaptive Search For The Traveling Backpacker Problemda Costa, Calvin Rodrigues / Nascimento, Maria C. V. et al. | 2021
- 2370
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Cultural Weight-Based Fish School Search: A Flexible Optimization Algorithm For EngineeringVilar-Dias, Joao L. / Galindo, M. A. S. / Lima-Neto, Fernando B. et al. | 2021
- 2377
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Unsupervised Learning For Refactoring Pattern DetectionRoberto Farah, Paulo / Mariani, Thaina / da Roza, Enrique A. / Silva, Rogerio C. / Regina Vergilio, Silvia et al. | 2021
- 2385
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Performance Testing Using a Smart Reinforcement Learning-Driven Test AgentMoghadam, Mahshid Helali / Hamidi, Golrokh / Borg, Markus / Saadatmand, Mehrdad / Bohlin, Markus / Lisper, Bjorn / Potena, Pasqualina et al. | 2021
- 2395
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Interactivity in the Generation of Test Cases with Evolutionary ComputationRamirez, Aurora / Delgado-Perez, Pedro / Valle-Gomez, Kevin J. / Medina-Bulo, Inmaculada / Romero, Jose Raul et al. | 2021
- 2403
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Using Genetic Algorithms To Select Test Cases For Finite State Machines With TimeoutsBenito-Parejo, Miguel / Merayo, Mercedes G. et al. | 2021
- 2411
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Coverage-Based Grammar-Guided Genetic Programming Generation of Test SuitesIbias, Alfredo / Vazquez-Gomis, Pablo / Benito-Parejo, Miguel et al. | 2021
- 2419
-
Temporal Specification Mining for IEC 61499 Function Blocks Using Evolutionary Algorithms and Model CheckingChivilikhin, Daniil et al. | 2021
- 2427
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An Approximated Domination Relationship based on Binary Classifiers for Evolutionary Multiobjective OptimizationHao, Hao / Zhou, Aimin / Zhang, Hu et al. | 2021
- 2435
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A Reduced Mixed Representation Based Multi-Objective Evolutionary Algorithm for Large-Scale Overlapping Community DetectionLuo, Yongkang / Zhang, Kening / Yang, Haipeng / Liu, Feng / Luo, Shuai / Zhang, Lei / Sun, Xiaoyan et al. | 2021
- 2443
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Evolutionary Inherited Neuromodulated Neurocontrollers with Objective Weighted RankingShowalter, Ian / Schwartz, Howard / Givigi, Sidney N. et al. | 2021
- 2451
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Hypervolume by Slicing Objective Algorithm: An Improved VersionMishra, Sumit / Swain, Srinibas / Sarmah, Sangita / Coello Coello, Carlos A. et al. | 2021
- 2459
-
An Ensemble of Scalarizing Functions and Weight Vectors for Evolutionary Multi-Objective OptimizationCristina Valencia-Rodriguez, Diana / Coello Coello, Carlos A. et al. | 2021
- 2468
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A Two-stage Hypervolume Contribution Approximation Method Based on R2 IndicatorNan, Yang / Shang, Ke / Ishibuchi, Hisao / He, Linjun et al. | 2021
- 2476
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Many Layer Transfer Learning Genetic Algorithm (MLTLGA): a New Evolutionary Transfer Learning Approach Applied To Pneumonia Classificationde Lima Mendes, Raphael / Henrick da Silva Alves, Alexandre / de Souza Gomes, Matheus / Luiz Lima Bertarini, Pedro / Rodrigues do Amaral, Laurence et al. | 2021
- 2483
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Building HVAC Control via Neural Networks and Natural Evolution StrategiesMason, Karl / Grijalva, Santiago et al. | 2021
- 2491
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An Immune-Inspired Approach to Macro-Level Neural Ensemble SearchFrachon, Luc / Pang, Wei / Coghill, George M. et al. | 2021
- 2499
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Adaptive Navigation Strategies in Evolutionary Robotics Controllers with Location PerceptionPhillips, Antin / Du Plessis, Mathys C. et al. | 2021
- 2507
-
Deep Neural Network Guided Evolution of L-System TreesChen, Xuhao Eric / Ross, Brian J. et al. | 2021
- 2515
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An Immuno-Inspired Transfer Learning ParadigmKulkarni, Divya D. / Nair, Shivashankar B. et al. | 2021
- 2523
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Differential Evolution Neural Network Optimization with Individual Dependent MechanismIkushima, Naoya / Ono, Keiko / Maeda, Yuya / Makihara, Erina / Hanada, Yoshiko et al. | 2021
- 2531
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Random Selection of Parameters in Asynchronous Pool-Based Evolutionary AlgorithmsGarcia-Valdez, Mario / Marquez, Rene / Trujillo, Leonardo / Merelo, J.J. et al. | 2021
- 2539
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GPU-Accelerated Parallel Gene-pool Optimal Mixing Applied to Multi-Objective Deformable Image RegistrationBouter, Anton / Alderliesten, Tanja / Bosman, Peter A.N. et al. | 2021
- 2549
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Caching and Vectorization Schemes to Accelerate Local Search Algorithms for Assignment ProblemsBagherbeik, Mohammad / Sheikholeslami, Ali et al. | 2021
- 2559
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Large Scale Distributed Optimization using Apache Spark: Distributed Scalable Shade-Bat (DistSSB)Maqbool, Fahad / Razzaq, Saad / Yar, Asif / Jabeen, Hajira et al. | 2021
- 2567
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Training Convolutional Neural Networks with Differential Evolution using Concurrent Task Apportioning on Hybrid CPU-GPU ArchitecturesVenkat, Rochan Avlur / Oussalem, Zakaria / Bhattacharya, Arya Kumar et al. | 2021
- 2577
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Parallel Evolutionary Algorithm for EEG Optimization ProblemsMeselhi, Mohamed A. / Elsayed, Saber M. / Sarker, Ruhul A. / Essam, Daryl L. et al. | 2021
- c1
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[CEC 2021 Front cover]| 2021
- c1
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[CEC 2021 copyright notice]| 2021
- i
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Welcome Message| 2021
- ii
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Author Index| 2021
- xxii
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Table of Contents| 2021