This collection of articles from the IEEE International Conference covers a wide range of aspects of evolutionary computing. This includes principles of evolutionary computation such as adaption and self-adaption, variation operators, representational issues and theoretical investigations.
PRINCIPLES OF EVOLUTIONARY COMPUTATION 1(114) Theoretical Aspects of Evolutionary Computation 1(36) Towards a Theory of Population-Based Incremental Learning 1(6) M. Hohfeld G. Rudolph The Gamblers Ruin Problem, Genetic Algorithms, and the Sizing of Populations 7(6) G. Harik E. Cantu-Paz D.E. Goldberg B.L. Miller The Mixing Evolutionary Algorithm -- independent selection and allocation of trials 13(6) C.H.M. van Kemenade Landscape Ruggedness in Evolutionary Algorithms 19(6) K. Kolarov Linkage equilibrium and genetic algorithms 25(6) U.K. Chakraborty H. Muhlenbein Genetic-Entropic Algorithm in NK-Model 31(6) C-Y. Lee S.K. Han Representational Issues in Evolutionary Computation 37(28) Multi-chromosome Mixed Encodings for Heterogeneous Problems 37(6) S. Ronald S. Kirkby P. Eklund Robust Encodings in Genetic Algorithms: A Survey of Encoding Issues 43(6) S. Ronald Distance Functions for Order-Based Encodings 49(6) S. Ronald A Method for Chromosome Handling of r-Permutations of n-Element Set in Genetic Algorithms 55(4) G. Ucoluk A Multi-Sexual Genetic Algorithm For Multiobjective Optimization 59(6) J. Lis A.E. Eiben Parameter Adaptation & Self-Adaptation 65(28) Adaptation in Evolutionary Computation: A Survey 65(6) R. Hinterding Z. Michalewicz A.E. Eiben Knowledge-based Self-adaptation in Evolutionary Programming using Cultural Algorithms 71(6) R.G. Reynolds C.J. Chung Stochastic Optimization of Control Parameters in Genetic Algorithms 77(4) Q.H. Wu Y.J. Cao Solving 3-SAT by GAs Adapting Constraint Weights 81(6) A.E. Eiben J.K. van der Hauw Self-adaptation using Multi-chromosomes 87(6) R. Hinterding Recombination and Mutation 93(22) A Theoretical Analysis of the Non-Uniform Mutation Operator for the Modified Genetic Algorithm 93(4) A. Neubauer Enhancing Recombination with the Complementary Surrogate Genetic Algorithm 97(6) I.K. Evans Multiple Crossover Per Couple In Genetic Algorithms 103(4) S.C. Esquivel A. Leiva R.H. Gallard Analysing Crossover Operators by Search Step Size 107(4) G. Lin X. Yao An Analysis on Linear Crossover for Real Number Chromosomes in an Infinite Population Size 111(4) T. Nomura RELATION OF EVOLUTIONARY COMPUTATION AND OTHER OPTIMIZATION STRATEGIES 115(66) Hybrid Algorithms 115(24) New parallel hybrid Genetic Algorithm based on Molecular Dynamics approach for energy minimization of atomistic systems 115(6) M. Celino P. Palazzari N. Pucello M. Rosati V. Rosato Decision making in a hybrid genetic algorithm 121(6) F.G. Lobo D.E. Goldberg A Hybrid Strategy For Load Balancing In Distributed Systems Environments 127(6) S.C. Esquivel G.M. Leguizamon R.H. Gallard A Hybrid Genetic Algorithm for the Provision of Isochronous Service in High Speed Networks 133(6) M. Markaki A. Vasilakos I. Kassotakis Comparitive Studies 139(20) Stepping Stones and Hidden Haystacks: When a Genetic Algorithm Defeats a Hillclimber 139(4) D. Corne A Comparative Study of GA and Orthogonal Experimental Design 143(4) H. Tanaka An Empirical Comparison of Simulated Annealing and Genetic Algorithms on NK Fitness Landscapes 147(6) L-J. Park D-K. Nam C.H. Park S-H. Oh Differential Evolution vs. the Functions of the 2(nd) ICEO 153(6) K.V. Price Optimization Algorithms 159(22) Genetic Local Search for the TSP: New Results 159(6) P. Merz B. Freisleben A Scatter Search Based Approach for the Quadratic Assignment Problem 165(6) V-D. Cung T. Mautor P. Michelon A. Tavares Asparagos96 and the Traveling Salesman Problem 171(4) M. Gorges-Schleuter A Simplex Genetic Algorithm Hybrid 175(6) J. Yen B. Lee EVOLVABLE HARD- AND WETWARE 181(98) Evolvware 181(22) The Firefly Machine: Online Evolware 181(6) M. Sipper M. Goeke D. Mange A. Stauffer E. Sanchez M. Tomassini Evolvable Hardware at Function Level 187(6) T. Higuchi M. Murakawa M. Iwata I. Kajitani W. Liu M. Salami AdAM: A Hardware Evolutionary System 193(4) H. Hemmi T. Hikage K. Shimohara Evolving Robot Morphology 197(6) H.H. Lund J. Hallam W-P. Lee DNA Based Computation 203(76) Splicing Systems and Molecular Processes 203(4) T. Head A New Algorithm for DNA Based Computation 207(6) R.C. Murphy R. Deaton D.R. Franceschetti S.E. Stevens Jr. M. Garzon DNA Implementation of Simple Horn Clause Computation 213(6) S. Kobayashi T. Yokomori G. Sampei K. Mizobuchi On the Power of Circular Splicing Systems and DNA Computability 219(6) T. Yokomori S. Kobayashi The Splicing Mechanism and the Connex Memory 225(6) G. Stefan M. Malita Indentifying Genetically Spliced Languages 231(6) S.M. Kim Test Tube Systems with Controlled Applications of Rules 237(6) R. Freund F. Freund Joining and Rotating Data with Molecules 243(6) M. Arita M. Hagiya A. Suyama Prolog Approach to DNA Computing 249(6) V. Mihalache DNA Computing based on Chaos 255(6) G. Manganaro J. Pineda de Gyvez Ligation Experiments in Computing with DNA 261(6) N. Jonoska S.A. Karl A DNA Based Implementation of an Evolutionary Search for Good Encodings for DNA Computation 267(6) R. Deaton R.C. Murphy J.A. Rose M. Garzon D.R. Franceschetti S.E. Stevens, Jr. Computing by Splicing: Programmed and Evolving Splicing Systems 273(6) G. Paun G. Rozenberg A. Salomaa EVOLUTIONARY COMPUTATION AND ARTIFICIAL LIFE 279(52) A Self-Organizing System with Cell-Specialization 279(6) K. Nakano K. Konishi R. Ishiyama S. Ikeda The Effects of Combination of DNA Coding Method with Pseudo-Bacterial GA 285(6) T. Yoshikawa T. Furuhashi Y. Uchikawa Evolutionary Transition on Virus-Evolutionary Genetic Algorithm 291(6) N. Kubota T. Fukuda T. Arakawa K. Shimojima Evolving Communicating Agents based on Genetic Programming 297(6) H. Iba T. Nozoe K. Ueda The particle swarm: Social adaptation of knowledge 303(6) J. Kennedy MAX-MIN Ant System and Local Search for the Traveling Salesman Problem 309(6) T. Stutzle H. Hoos Herby: An Evolutionary Artificial Ecology 315(4) P. Devine R.C. Paton A Society of Hill-Climbers 319(6) M. Sebag M. Schoenauer The Emergence of Insect Protandry: a Natural Evolutionary Computation Application 325(6) K. Downing APPLICATIONS OF EVOLUTIONARY COMPUTATION 331 Principles of EC Applications 331(42) Solving Optimal Control Problems with a Cost on Changing Control by Evolutionary Algorithms 331(6) J. Bobbin X. Yao Evolutionary Search guided by the Constraint Network to solve CSP 337(6) M.C. Riff-Rojas Constraint Consistent Genetic Algorithms 343(6) R. Kowalczyk A Peak Shape Identification Genetic Algorithm with a Radial Basis Function 349(6) Y. Fujimoto S. Tsutsui Learning the Local Search Range for Genetic Optimisation in Nonstationary Environments 355(6) F. Vavak K. Jukes T.C. Fogarty On the Use of Niching for Dynamic Landscapes 361(6) W. Cedeno V.R. Vemuri Visualizing the Evolution of Genetic Algorithm Search Processes 367(6) W.B. Shine C.F. Eick Evolutionary Computation for Engineering Design 373(40) Evolutionary and Adaptive Strategies for Engineering Designing -- an Overall Framework 373(6) I.C. Parmee Evolutionary Programming for Designing Manufacturing Cells 379(6) G.A. Suer Dual Mutation Strategies for Mixed-integer Optimisation in Power Station Design 385(6) K. Chen I.C. Parmee C.R. Gane Reducing Computational Expense Associated With Evolutionary Detailed Design 391(6) H.D. Vekeria I.C. Parmee Evolutionary Segmentation of Road Traffic Scenes 397(4) S.H. Park J.K. Lee H.J. Kim Genetic Algorithms for Solving Path Problems 401(6) M. Gen R. Cheng D. Wang Random Keys Genetic Algorithm with Adaptive Penalty Function for Optimization of Constrained Facility Layout Problems 407(6) B.A. Norman A.E. Smith Applications of Evolutionary Computation in Design Problems 413(46) Fuzzy Goal Programming Using Genetic Algorithm 413(6) M. Gen K. Ida J. Kim Evolutionary Computation on Multicriteria Production Process Planning Problem 419(6) G. Zhou M. Gen Operation Sequencing and Tool Assignment for Multiple Spindle CNC Machines 425(6) B.A. Norman J.C. Bean Application of an Incremental Evolution Technique to Spacecraft Design Optimization 431(6) A.S. Fukunaga Genetic Design of Analog IIR Filters with Variable Time Delays for Optically Controlled Microwave Signal Processors 437(6) A. Neubauer Mechanical Design Optimization by Mixed-Variable Evolutionary Programming 443(4) Y.J. Cao Q.H. Wu Automated Synthesis of Computational Circuits Using Genetic Programming 447(6) J.R. Koza F.H. Bennett III J. Lohn F. Dunlap M.A. Keane D. Andre Microprocessor Design Verification by Two-Phase Evolution of Variable Length Tests 453(6) J.E. Smith M. Bartley T.C. Fogarty Applications of Evolutionary Computation in Image Processing 459(24) An Evolutionary Approach to Color Image Quantization 459(6) B. Freisleben A. Schrader Evolutionary Computation Applied to 3D Image Reconstruction 465(6) Y. Fujiwara H. Sawai Texture Image Segmentation by Using Genetic Algorithms Considering Optimum Number of Segmentation Areas 471(6) M. Yoshimura S. Oe A Java Collaborative Interface for Genetic Programming Applications: Image Analysis for Scientific Inquiry 477(6) T.F. Bersano-Begey J.M. Daida J.F. Vesecky F.L. Ludwig Applications of Evolutionary Computation in Robotics 483(30) Adding Memory to the Evolutionary Planner/Navigator 483(6) K. Trojanowski Z. Michalewicz J. Xiao Generation of Optimal Fault Tolerant Locomotion of the Hexapod Robot Over Rough Terrain Using Evolutionary Programming 489(6) J-M. Yang J-H. Kim Evolving Sufficient Robot Controllers 495(6) H.H. Lund J. Hallam Applying Genetic Programming to Evolve Behavior Primitives and Arbitrators for Mobile Robots 501(6) W-P. Lee J. Hallam H.H. Lund Hybrid Evolutionary Motion Planning via Visibility-Based Repair 507(6) G. Dozier A. Esterline A. Homaifar M. Bikdash Evolutionary Computation Applications 513(72) Finding a Perceptual Uniform Color Space with Evolution Strategies 513(6) G.R. Raidl I. Tastl Function Approximator Design Using Genetic Algorithms 519(6) M.A. Ahmed K.A. DeJong Design of Vestor Quantization Codebooks Using a Genetic Algorithm 525(6) X. Zheng B.A. Julstrom W. Cheng Differential Evolution for Dynamic Optimization of Differential-Algebraic Systems 531(6) F-S. Wang J-P. Chiou Fast Feature Selection with Genetic Algorithms: A Filter Approach 537(4) P.L. Lanzi A Genetic Algorithm for the Minimum Weight Triangulation 541(6) K. Qin W. Wang M. Gong Genetic Programming for Vehicle Dispatching 547(6) I. Benyahia J-Y. Potvin Phenotypic Genetic Algorithm for Partitioning Problem 553(4) K. Tagawa T. Fukui H. Haneda A Multi-Layer Detailed Routing Approach based on Evolutionary Algorithms 557(6) N. Gockel R. Drechsler B. Becker A Decision Aid For Theater Missile Defense 563(6) D.L. Pepyne D.P. Looze D.A. Logan N.R. Sandell Jr. R. LeBlanc Exogenous Parameter Selection in a Real-valued Genetic Algorithm 569(6) C.E. Kaiser, Jr. G.B. Lamont L.D. Merkle G.H. Gates, Jr. R. Pachter Influencing Parameters of Evolutionary Algorithms for Sequencing Problems 575(6) N. Gockel R. Drechsler Using a Genetic Algorithm for Communication Link Partitioning 581(4) J-H. Lee Y. Choi B-T. Zhang C.S. Kim Computational Intelligence 585(38) Fuzzy System Design with a Cascaded Genetic Algorithm 585(4) H. Heider T. Drabe A Study on Fuzzy Rules Discovery Using Pseudo-Bacterial Genetic Algorithm with Adaptive Operator 589(6) N.E. Nawa T. Hashiyama T. Furuhashi Y. Uchikawa GA Based Grey Fuzzy Sliding Mode Controller Design * C.C. Kung C-C. Chen Tuning of A Fuzzy Logic Power System Stabilizer Using Genetic Algorithms 595(6) M.A. Abido Y.L. Abdel-Magid A Genetic Algorithm for Task Distribution 601(4) T. Drabe W. Bressgott Evolving Modular Neural Networks Which Generalise Well 605(6) Y. Liu X. Yao A Fast Convergent Genetic Algorithm for Optimizing Neural Networks ** H. Cai Y. Li Model-based Evolutionary Computing: A Neural Network And Genetic Algorithm Architecture 611(6) L. Bull Exploring the Effects of Lamarckian and Baldwinian Learning in Evolving Recurrent Neural Networks 617(6) K.W.C. Wu M.W. Mak Evolutionary Artificial Neural Networks 623(68) Evolutionary Fuzzy Modeling Using Fuzzy Neural Networks and Genetic Algorithm 623(6) T. Furuhashi S. Matsushita H. Tsutsui The Importance of Maintaining Behavioural Link Between Parents and Offspring 629(6) X. Yao A Neural Network that uses Evolutionary Learning 635(6) M. Koppen M. Teunis B. Nickolay EditEr: A Combination of IEA and CEA 641(6) Q. Zhao Combining Modular Neural Networks Developed by Evolutionary Algorithm 647(4) S-B. Cho Structured Learning in Recurrent Neural Network Using Genetic Algorithm with Internal Copy Operator 651(6) T. Kumagai M. Wada S. Mikami R. Hashimoto An evolutionary heuristic for knowledge base partitioning problem 657(6) P. Dutta Towards the Evolution of Training Data Sets for Artificial Neural Networks 663(4) H.A. Mayer R. Schwaiger Evolutionary Projection Neural Networks 667(6) M.W. Hwang J.Y. Choi J. Park Evolution of Fuzzy Nearest Neighbor Neural Networks 673(6) H. Ishibuchi T. Nakashima Application of an Evolution Strategy to the Hopfield Model of Associative Memory 679(6) A. Imada K. Araki Speeding-Up Adaptive Heuristic Critic Learning with FPGA-Based Unsupervised Clustering 685(6) A. Perez-Uribe E. Sanchez Co-Evolution, Games, and Economics 691 Automated Television Scheduling Via Evolving Agents 691(6) W. Lin R.N. Bernard G.M. Janes K.W. Farrell, Jr. Monitoring and Interpreting Evolved Behaviours In An Oligopoly 697(6) Y. Cheung S. Bedingfield S. Huxford Coevolutionary Instability in Games: An Analysis Based on Genetic Algorithms 703(6) S-H. Chen C-C. Ni Genetic Algorithm involving Coevolution Mechanism to Search for Effective Genetic Information 709(6) H. Handa N. Baba O. Katai T. Sawaragi T. Horiuchi Machine Learning Using a Genetic Algorithm to Optimise a Draughts Program Board Evaluation Function 715 K.J. Chisholm P.V.G. Bradbeer * & **
