Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification (English)
- New search for: Castillo, P. A.
- New search for: Arenas, M. G.
- New search for: Merelo, J. J.
- New search for: Rivas, V. M.
- New search for: Romero, G.
- New search for: Runarsson, Thomas Philip
- New search for: Beyer, Hans-Georg
- New search for: Burke, Edmund
- New search for: Merelo-Guervós, Juan J.
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- New search for: Castillo, P. A.
- New search for: Arenas, M. G.
- New search for: Merelo, J. J.
- New search for: Rivas, V. M.
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In:
Parallel Problem Solving from Nature - PPSN IX
: 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Proceedings
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Chapter: 46
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453-462
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2006
- Article/Chapter (Book) / Electronic Resource
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Title:Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification
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Contributors:Runarsson, Thomas Philip ( editor ) / Beyer, Hans-Georg ( editor ) / Burke, Edmund ( editor ) / Merelo-Guervós, Juan J. ( editor ) / Whitley, L. Darrell ( editor ) / Yao, Xin ( editor ) / Castillo, P. A. ( author ) / Arenas, M. G. ( author ) / Merelo, J. J. ( author ) / Rivas, V. M. ( author )
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Conference:International Conference on Parallel Problem Solving from Nature ; 2006 ; Reykjavik, Iceland
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Published in:Parallel Problem Solving from Nature - PPSN IX : 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Proceedings ; Chapter: 46 ; 453-462Lecture Notes in Computer Science ; 4193 ; 453-462
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Publisher:
- New search for: Springer Berlin Heidelberg
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Place of publication:Berlin, Heidelberg
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Publication date:2006-01-01
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Size:10 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
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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Evolutionary Optimization in Spatio–temporal Fitness LandscapesRichter, Hendrik et al. | 2006
- 2
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Cumulative Step Length Adaptation on Ridge FunctionsArnold, Dirk V. et al. | 2006
- 3
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General Lower Bounds for Evolutionary AlgorithmsTeytaud, Olivier / Gelly, Sylvain et al. | 2006
- 4
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On the Ultimate Convergence Rates for Isotropic Algorithms and the Best Choices Among Various Forms of IsotropyTeytaud, Olivier / Gelly, Sylvain / Mary, Jérémie et al. | 2006
- 5
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Mixed-Integer NK LandscapesLi, Rui / Emmerich, Michael T. M. / Eggermont, Jeroen / Bovenkamp, Ernst G. P. / Bäck, Thomas / Dijkstra, Jouke / Reiber, Johan H. C. et al. | 2006
- 6
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How Comma Selection Helps with the Escape from Local OptimaJägersküpper, Jens / Storch, Tobias et al. | 2006
- 7
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When Do Heavy-Tail Distributions Help?Hansen, Nikolaus / Gemperle, Fabian / Auger, Anne / Koumoutsakos, Petros et al. | 2006
- 8
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Self-adaptation on the Ridge Function Class: First Results for the Sharp RidgeBeyer, Hans-Georg / Meyer-Nieberg, Silja et al. | 2006
- 9
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Searching for Balance: Understanding Self-adaptation on Ridge FunctionsLunacek, Monte / Whitley, Darrell et al. | 2006
- 10
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Diversity Loss in General Estimation of Distribution AlgorithmsShapiro, Jonathan L. et al. | 2006
- 11
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Information Perspective of OptimizationBorenstein, Yossi / Poli, Riccardo et al. | 2006
- 12
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A Novel Negative Selection Algorithm with an Array of Partial Matching Lengths for Each DetectorLuo, Wenjian / Wang, Xin / Tan, Ying / Wang, Xufa et al. | 2006
- 13
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Hierarchical BOA, Cluster Exact Approximation, and Ising Spin GlassesPelikan, Martin / Hartmann, Alexander K. / Sastry, Kumara et al. | 2006
- 14
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Towards an Adaptive Multimeme Algorithm for Parameter Optimisation Suiting the Engineers’ NeedsJakob, Wilfried et al. | 2006
- 15
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Niche Radius Adaptation in the CMA-ES Niching AlgorithmShir, Ofer M. / Bäck, Thomas et al. | 2006
- 16
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A Tabu Search Evolutionary Algorithm for Solving Constraint Satisfaction ProblemsCraenen, B. G. W. / Paechter, B. et al. | 2006
- 17
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cAS: Ant Colony Optimization with Cunning AntsTsutsui, Shigeyoshi et al. | 2006
- 18
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Genetic Algorithm Based on Independent Component Analysis for Global OptimizationLi, Gang / Lee, Kin Hong / Leung, Kwong Sak et al. | 2006
- 19
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Improved Squeaky Wheel Optimisation for Driver SchedulingAickelin, Uwe / Burke, Edmund K. / Li, Jingpeng et al. | 2006
- 20
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A Local Genetic Algorithm for Binary-Coded ProblemsGarcía-Martínez, Carlos / Lozano, Manuel / Molina, Daniel et al. | 2006
- 21
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Hill Climbers and Mutational Heuristics in HyperheuristicsÖzcan, Ender / Bilgin, Burak / Korkmaz, Emin Erkan et al. | 2006
- 22
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A Multi-level Memetic/Exact Hybrid Algorithm for the Still Life ProblemGallardo, José E. / Cotta, Carlos / Fernández, Antonio J. et al. | 2006
- 23
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Transmission Loss Reduction Based on FACTS and Bacteria Foraging AlgorithmTripathy, M. / Mishra, S. / Lai, L. L. / Zhang, Q. P. et al. | 2006
- 24
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Substructural Neighborhoods for Local Search in the Bayesian Optimization AlgorithmLima, Claudio F. / Pelikan, Martin / Sastry, Kumara / Butz, Martin / Goldberg, David E. / Lobo, Fernando G. et al. | 2006
- 25
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Theory and Practice of Cellular UMDA for Discrete OptimizationAlba, E. / Madera, J. / Dorronsoro, B. / Ochoa, A. / Soto, M. et al. | 2006
- 26
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A Memetic Approach to Golomb RulersCotta, Carlos / Dotú, Iván / Fernández, Antonio J. / Van Hentenryck, Pascal et al. | 2006
- 27
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Some Notes on (Mem)Brane ComputationBusi, Nadia / Gutiérrez-Naranjo, Miguel A. et al. | 2006
- 28
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Evolutionary Local Search for Designing Peer-to-Peer Overlay Topologies Based on Minimum Routing Cost Spanning TreesMerz, Peter / Wolf, Steffen et al. | 2006
- 29
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Nature-Inspired Algorithms for the Optimization of Optical Reference SignalsSalcedo-Sanz, Sancho / Saez-Landete, José / Rosa-Zurera, Manuel et al. | 2006
- 30
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Optimum Design of Surface Acoustic Wave Filters Based on the Taguchi’s Quality Engineering with a Memetic AlgorithmTagawa, Kiyoharu / Matsuoka, Mikiyasu et al. | 2006
- 31
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Genetic Algorithm for Burst Detection and Activity Tracking in Event StreamsAraujo, Lourdes / Cuesta, José A. / Merelo, Juan J. et al. | 2006
- 32
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Computationally Intelligent Online Dynamic Vehicle Routing by Explicit Load Prediction in an Evolutionary AlgorithmBosman, Peter A. N. / La Poutré, Han et al. | 2006
- 33
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Novel Approach to Develop Rheological Structure-Property Relationships Using Genetic ProgrammingJordaan, Elsa / den Doelder, Jaap / Smits, Guido et al. | 2006
- 34
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An Evolutionary Approach to the Inference of Phylogenetic NetworksTrujillo, Juan Diego / Cotta, Carlos et al. | 2006
- 35
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An Evolutive Approach for the Delineation of Local Labour MarketsFlórez-Revuelta, Francisco / Casado-Díaz, José Manuel / Martínez-Bernabeu, Lucas et al. | 2006
- 36
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Direct Manipulation of Free Form Deformation in Evolutionary Design OptimisationMenzel, Stefan / Olhofer, Markus / Sendhoff, Bernhard et al. | 2006
- 37
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An Evolutionary Approach to Shimming Undulator Magnets for Synchrotron Radiation SourcesRudenko, Olga / Chubar, Oleg et al. | 2006
- 38
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New EAX Crossover for Large TSP InstancesNagata, Yuichi et al. | 2006
- 39
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Functional Brain Imaging with Multi-objective Multi-modal Evolutionary OptimizationKrmicek, Vojtech / Sebag, Michèle et al. | 2006
- 40
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A New Neural Network Based Construction Heuristic for the Examination Timetabling ProblemCorr, P. H. / McCollum, B. / McGreevy, M. A. J. / McMullan, P. et al. | 2006
- 41
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Optimisation of CDMA-Based Mobile Telephone Networks: Algorithmic Studies on Real-World NetworksWeal, Paul / Corne, David / Murphy, Chris et al. | 2006
- 42
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Evolving Novel and Effective Treatment Plans in the Context of Infection Dynamics Models: Illustrated with HIV and HAART TherapyHaines, Rebecca / Corne, David et al. | 2006
- 43
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Automatic Test Pattern Generation with BOAGravagnoli, Tiziana / Ferrandi, Fabrizio / Lanzi, Pier Luca / Sciuto, Donatella et al. | 2006
- 44
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Multiobjective Genetic Programming for Natural Language Parsing and TaggingAraujo, L. et al. | 2006
- 45
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Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic MappingZhou, Aimin / Zhang, Qingfu / Jin, Yaochu / Sendhoff, Bernhard / Tsang, Edward et al. | 2006
- 46
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Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern ClassificationCastillo, P. A. / Arenas, M. G. / Merelo, J. J. / Rivas, V. M. / Romero, G. et al. | 2006
- 47
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Multi-Objective Equivalent Random SearchHughes, Evan J. et al. | 2006
- 48
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Compressed-Objective Genetic AlgorithmManeeratana, Kuntinee / Boonlong, Kittipong / Chaiyaratana, Nachol et al. | 2006
- 49
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A New Proposal for Multiobjective Optimization Using Particle Swarm Optimization and Rough Sets TheorySantana-Quintero, Luis V. / Ramírez-Santiago, Noel / Coello, Carlos A. Coello / Luque, Julián Molina / Hernández-Díaz, Alfredo García et al. | 2006
- 50
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Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization AlgorithmsIshibuchi, Hisao / Doi, Tsutomu / Nojima, Yusuke et al. | 2006
- 51
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Solving Multi-objective Optimisation Problems Using the Potential Pareto Regions Evolutionary AlgorithmHallam, Nasreddine / Kendall, Graham / Blanchfield, Peter et al. | 2006
- 52
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Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective FunctionsPreuss, Mike / Naujoks, Boris / Rudolph, Günter et al. | 2006
- 53
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About Selecting the Personal Best in Multi-Objective Particle Swarm OptimizationBranke, Jürgen / Mostaghim, Sanaz et al. | 2006
- 54
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Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective OptimizationBrockhoff, Dimo / Zitzler, Eckart et al. | 2006
- 55
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Solving Hard Multiobjective Optimization Problems Using ε-Constraint with Cultured Differential EvolutionBecerra, Ricardo Landa / Coello, Carlos A. Coello et al. | 2006
- 56
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A Fast and Effective Method for Pruning of Non-dominated Solutions in Many-Objective ProblemsKukkonen, Saku / Deb, Kalyanmoy et al. | 2006
- 57
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Multi-level Ranking for Constrained Multi-objective Evolutionary OptimisationHingston, Philip / Barone, Luigi / Huband, Simon / While, Lyndon et al. | 2006
- 58
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Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary AlgorithmsCalonder, Michael / Bleuler, Stefan / Zitzler, Eckart et al. | 2006
- 59
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A Multiobjective Differential Evolution Based on Decomposition for Multiobjective Optimization with Variable LinkagesLi, Hui / Zhang, Qingfu et al. | 2006
- 60
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Digital Images Enhancement with Use of Evolving Neural NetworksTsoy, Yuri / Spitsyn, Vladimir et al. | 2006
- 61
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Environments Conducive to Evolution of ModularityKhare, Vineet R. / Sendhoff, Bernhard / Yao, Xin et al. | 2006
- 62
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Arms Races and Car RacesTogelius, Julian / Lucas, Simon M. et al. | 2006
- 63
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BeeHiveAIS: A Simple, Efficient, Scalable and Secure Routing Framework Inspired by Artificial Immune SystemsWedde, Horst F. / Timm, Constantin / Farooq, Muddassar et al. | 2006
- 64
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Critical Temperatures for Intermittent Search in Self-Organizing Neural NetworksTiňo, Peter et al. | 2006
- 65
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Robust Simulation of Lamprey TrackingBeauregard, Matthew / Kennedy, Paul J. et al. | 2006
- 66
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Evolutionary Behavior Acquisition for Humanoid RobotsAydemir, Deniz / Iba, Hitoshi et al. | 2006
- 67
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Modelling Group-Foraging Behaviour with Particle SwarmsDi Chio, Cecilia / Poli, Riccardo / Di Chio, Paolo et al. | 2006
- 68
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Neuroevolution with Analog Genetic EncodingDürr, Peter / Mattiussi, Claudio / Floreano, Dario et al. | 2006
- 69
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A Two-Level Clustering Method Using Linear Linkage EncodingKorkmaz, Emin Erkan et al. | 2006
- 70
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A New Swarm Intelligence Coordination Model Inspired by Collective Prey Retrieval and Its Application to Image AlignmentMartino, G. Da San / Cardillo, F. A. / Starita, A. et al. | 2006
- 71
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Exploring the Effect of Proximity and Kinship on Mutual Cooperation in the Iterated Prisoner’s DilemmaFrayn, Colin / Pryke, Andy / Chong, Siang Yew et al. | 2006
- 72
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Investigating the Emergence of Multicellularity Using a Population of Neural Network AgentsSchlessinger, Ehud / Bentley, Peter J. / Lotto, R. Beau et al. | 2006
- 73
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Building of 3D Environment Models for Mobile Robotics Using Self-organizationKoutník, Jan / Mázl, Roman / Kulich, Miroslav et al. | 2006
- 74
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January: A Parallel Algorithm for Bug Hunting Based on Insect BehaviorLamborn, Peter / Jones, Michael et al. | 2006
- 75
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A Generalized Graph-Based Method for Engineering Swarm Solutions to Multiagent ProblemsWiegand, R. Paul / Potter, Mitchell A. / Sofge, Donald A. / Spears, William M. et al. | 2006
- 76
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Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental ApproachWilson, Garnett / Heywood, Malcolm et al. | 2006
- 77
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A Distance-Based Information Preservation Tree Crossover for the Maximum Parsimony ProblemGoëffon, Adrien / Richer, Jean-Michel / Hao, Jin-Kao et al. | 2006
- 78
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Solving SAT and HPP with Accepting Splicing SystemsLoos, Remco / Martín-Vide, Carlos / Mitrana, Victor et al. | 2006
- 79
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Some Steps Towards Understanding How Neutrality Affects Evolutionary SearchGalván-López, Edgar / Poli, Riccardo et al. | 2006
- 80
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Performance of Evolutionary Algorithms on Random Decomposable ProblemsPelikan, Martin / Sastry, Kumara / Butz, Martin V. / Goldberg, David E. et al. | 2006
- 81
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Evolving Binary Decision Diagrams with Emergent Variable OrderingsDowning, Richard M. et al. | 2006
- 82
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Life History Evolution of Virtual Plants: Trading Off Between Growth and ReproductionBornhofen, Stefan / Lattaud, Claude et al. | 2006
- 83
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Finding State-of-the-Art Non-cryptographic Hashes with Genetic ProgrammingEstébanez, César / Hernández-Castro, Julio César / Ribagorda, Arturo / Isasi, Pedro et al. | 2006
- 84
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Offspring Generation Method Using Delaunay Triangulation for Real-Coded Genetic AlgorithmsShimosaka, Hisashi / Hiroyasu, Tomoyuki / Miki, Mitsunori et al. | 2006
- 85
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An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of ClustersHandl, Julia / Knowles, Joshua et al. | 2006
- 86
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Lamar: A New Pseudorandom Number Generator Evolved by Means of Genetic ProgrammingLamenca-Martinez, Carlos / Hernandez-Castro, Julio Cesar / Estevez-Tapiador, Juan M. / Ribagorda, Arturo et al. | 2006
- 87
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Evolving Bin Packing Heuristics with Genetic ProgrammingBurke, E. K. / Hyde, M. R. / Kendall, G. et al. | 2006
- 88
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The Importance of Neutral Mutations in GPGalván-López, Edgar / Rodríguez-Vázquez, Katya et al. | 2006
- 89
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New Order-Based Crossovers for the Graph Coloring ProblemMumford, Christine L. et al. | 2006
- 90
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Assortative Mating Drastically Alters the Magnitude of Error ThresholdsOchoa, Gabriela / Jaffe, Klaus et al. | 2006
- 91
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Is Self-adaptation of Selection Pressure and Population Size Possible? – A Case StudyEiben, A. E. / Schut, M. C. / de Wilde, A. R. et al. | 2006
- 92
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A Particle Swarm Optimizer for Constrained Numerical OptimizationCagnina, Leticia C. / Esquivel, Susana C. / Coello, Carlos A. Coello et al. | 2006
- 93
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Self-regulated Population Size in Evolutionary AlgorithmsFernandes, Carlos / Rosa, Agostinho et al. | 2006
- 94
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Starting from Scratch: Growing Longest Common Subsequences with EvolutionJulstrom, Bryant A. / Hinkemeyer, Brenda et al. | 2006
- 95
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Local Meta-models for Optimization Using Evolution StrategiesKern, Stefan / Hansen, Nikolaus / Koumoutsakos, Petros et al. | 2006
- 96
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Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function OptimizationIshibuchi, Hisao / Doi, Tsutomu / Nojima, Yusuke et al. | 2006
- 97
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A Selecto-recombinative Genetic Algorithm with Continuous Chromosome ReconfigurationKubalík, Jiří / Pošík, Petr / Herold, Jan et al. | 2006
- 98
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Exploiting Expert Knowledge in Genetic Programming for Genome-Wide Genetic AnalysisMoore, Jason H. / White, Bill C. et al. | 2006
- 99
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Speeding Up Evolutionary Algorithms Through Restricted Mutation OperatorsDoerr, Benjamin / Hebbinghaus, Nils / Neumann, Frank et al. | 2006
- 100
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Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse BenchmarksWhitley, Darrell / Lunacek, Monte / Sokolov, Artem et al. | 2006
- 101
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Model Complexity vs. Performance in the Bayesian Optimization AlgorithmCorrea, Elon S. / Shapiro, Jonathan L. et al. | 2006
- 102
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Genetic Programming for Kernel-Based Learning with Co-evolving Subsets SelectionGagné, Christian / Schoenauer, Marc / Sebag, Michèle / Tomassini, Marco et al. | 2006
- 103
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Product Geometric CrossoverMoraglio, Alberto / Poli, Riccardo et al. | 2006
- 104
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Exploration and Exploitation Bias of Crossover and Path Relinking for Permutation ProblemsThierens, Dirk et al. | 2006
- 105
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Geometric Crossover for Sets, Multisets and PartitionsMoraglio, Alberto / Poli, Riccardo et al. | 2006
- 106
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Ordinal Regression in Evolutionary ComputationRunarsson, Thomas Philip et al. | 2006