MULTI-OBJECTIVE OPTIMIZATION An Updated Survey of Evolutionary Multiobjective Optimization Techniques: State of the Art and Future Trends 3(11) Carlos A. Coello Coello Multicriteria Optimization and Decision Engineering of an Extrusion Process Aided by a Diploid Genetic Algorithm 14(8) Silvere Massebeuf Christian Fonteix Laszlo N. Kiss Ivan Marc Fernand Pla Kazimierz Zaras Genetic Programming for Dynamic Chaotic Systems Modelling 22(7) Katya Rodriguez-Vazquez Peter J. Fleming Genetic Algorithm-based Multi-objective Optimisation and Conceptual Engineering Design 29(8) Dragan Cvetkovic Ian C. Parmee Assessing the Performance of Multiobjective Genetic Algorithms for Optimization of a Batch Process Scheduling Problem 37(9) K.J. Shaw A.L. Nortcliffe M. Thompson J. Love P.J. Fleming C.M. Fonseca A Genetic Algorithm Approach to Multi-Objective Scheduling Problems with Earliness and Tardiness Penalties 46(7) Hisashi Tamaki Etsuo Nishino Shigeo Abe Cooperative Strategies for Solving the Bicriteria Sparse Multiple Knapsack Problem 53(8) F. Sibel Salman Jayant Kalagnanam Sesh Murthy Multi-Objective Design of Finite Word-Length Controller Structures 61(8) R.S.H. Istepanian J.F. Whidborne Distributed Genetic Algorithms with a New Sharing Approach in Multiobjective Optimization Problems 69(8) Tomoyuki Hiroyasu Mitsunori Miki Sinya Watanabe Solving Goal Programming Problems Using Multi-Objective Genetic Algorithms 77(8) Kalyanmoy Deb Multiplicity in Genetic Algorithms to Face Multicriteria Optimization 85(6) Susana C. Esquivel Hector A. Leiva Raul H. Gallard Fuzzy Simulated Evolution Algorithm for Multi-objective Optimization of VLSI Placement 91(7) Sadiq M. Sait Habib Youssef Hussain Ali The Pareto Archived Evolution Strategy: A New Baseline Algorithm for Pareto Multiobjective Optimisation 98(8) Joshua Knowles David Corne Evolutionary Algorithms with Goal and Priority Information for Multi-Objective Optimization 106(11) K.C. Tan T.H. Lee E.F. Khor LEARNING Generation of Dual Missile Strategies Using Genetic Algorithms 117(8) Paul A. Creaser Barry A. Stacey Rule Acquisition with a Genetic Algorithm 125(5) Robert Cattral Franz Oppacher Dwight Deugo A Genetic Algorithm System to Find Symbolic Rules for Diagnosis of Depression 130(7) Christopher N. Chapman Lana Deaton Angela Harris Nova Robinson Knowledge Acquisition including Tags in a Classifier System 137(8) A. Sanchis J.M. Molina P. Isasi J. Segovia LamBaDa: An Artificial Environment to Study the Interaction between Evolution and Learning 145(8) Marilia Oliveira Jorge Barreiros Ernesto Costa Francisco Pereira An Adaptive Learning Model for Simplified Poker Using Evolutionary Algorithms 153(8) Luigi Barone Lyndon While Evolving Rules for a Self-Organizing Finite Element Mesh Generation Algorithm 161(8) A.E. Langham P.W. Grant A New Paradigm for Evolving Cellular Automata Rules 169(8) Terry Bossomaier Tim Cranny Derek Schneider Fast and Accurate Feature Selection Using Hybrid Genetic Strategies 177(8) Cesar Guerra-Salcedo Stephen Chen Darrell Whitley Stephen Smith Evolutionary Search Based Fuzzy Self-Organizing Clustering 185(4) Susu Yao Global Search in Combinatorial Optimization using Reinforcement Learning Algorithms 189(8) Victor V. Miagkikh William F. Punch III Exploring Evolutionary Learning in a Simulated Hockey Environment 197(7) Alan D. Blair Elizabeth Sklar A Classification Tree for Speciation 204(8) Alain Petrowski Marc Girod Genet A Genetic Constructive Induction Model 212(6) Ibrahim Kuscu Constructive Induction of Fuzzy Cartesian Granule Feature Models using Genetic Programming with Applications 218(11) James G. Shanahan James F. Baldwin Trevor P. Martin TIME SERIES Identification of Nonlinear Communication Channel Using Evolutionary Volterra Time-Series 229(7) Alaa F. Sheta Ashraf H. Abel-Wahab Evolving Nonlinear Time-Series Models Using Evolutionary Programming 236(8) Rao Sathyanarayan. S. Hemanth Kumar Birru Kumar Chellapilla Using Genetic Programming to Predict Financial Data 244(8) Hitoshi Iba Takashi Sasaki Effects of Selection Schemes in Genetic Programming for Time Series Prediction 252(7) Jung-Jib Kim Byoung-Tak Zhang Variable Encoding of Modular Neural Networks for Time Series Prediction 259(8) Bernhard Sendhoff Martin Kreutz Would Evolutionary Computation Help in Designs of ANNs in Forecasting Foreign Exchange Rates? 267(8) Shu-Heng Chen Chun-Fen Lu Evolutionary and Coevolutionary Approaches to Time Series Prediction Using Generalized Multi-Layer Perceptrons 275(6) Helmut A. Mayer Roland Schwaiger Time Series Prediction Using Committee Machines of Evolutionary Neural Trees 281(6) Byoung- Tak Zhang Je-Gun Joung Generalized Function Analysis Using Hybrid Evolutionary Algorithms 287(8) Christian Hafner Jurg Frohlich Time Series Prediction Model Building with BP-like Parameter Optimization 295(7) I. Yoshihara M. Numata K. Shugawara S. Yamada K. Abe Evolving Best-Basis Representations 302(8) Adelino R. Ferreira da Silva Evolving Chaotic Neural Systems for Time Series Prediction 310(7) Dong-Wook Lee Kwee-Bo Sim Adaptive Architecture of Polynomial Artifical Neural Network to Forecast Nonlinear Time Series 317(10) E. Gomez-Ramirez A. Poznyak A. Gonzalez-Yunes M. Avila-Alvarez ROBOTICS Fuzzy-Genetic Algorithms and Mobile Robot Navigation Among Static Obstacles 327(8) Dilip Kumar Pratihar Kalyanmoy Deb Amitabha Ghosh Embodied Evolution: Embodying an Evolutionary Algorithm in a Population of Robots 335(8) Richard A. Watson Sevan G. Ficici Jordan B. Pollack Learning Coordinated Maneuvers in Complex Environments: A Sumo Experiment 343(7) Jiming Liu Chow Kwong Pok Hui Ka Keung Evolutionary Self-Organization of an Artificial Potential Field Map with a Group of Autonomous Robots 350(8) Jiming Liu J-B Wu David A. Maluf Morphogenesis of Path Plan Sequences Through Genetic Synthesis of L-System Productions 358(8) Carl G. Schaefer, Jr. Realization of Robust Controllers in Evolutionary Robotics: A Dynamically-Rearranging Neural Network Approach 366(8) T. Kondo A. Ishiguro S. Tokura Y. Uchikawa P. Eggenberger Re-grasping Behavior Acquisition by Evolutionary Programming 374(7) Yasuhisa Hasegawa Kenichiro Mase Toshio Fukuda Evolving Robot Vision: Increasing Performance through Shaping 381(8) Simon Perkins Hybridisation of Neural Networks and Genetic Algorithms for Time-Optimal Control 389(8) Nachol Chaiyaratana Ali M. S. Zalzala Perception-Based Genetic Algorithm for a Mobile Robot with Fuzzy Controllers 397(8) Naoyuki Kubota Toshihito Morioka Fumio Kojima Toshio Fukuda Evolving Walking Robots for Global Task Based Design 405(8) O. Chocron P. Bidaud Neural Networks Robot Controller Trained with Evolutionary Strategies 413(7) Antonio Berlanga Pedro Isasi Araceli Sanchis Jose M. Molina An Evolutionary Approach to Multiagent Heap Formation 420(8) T.D. Barfoot G.M.T. DEleuterio Control of Autonomous Robots Using Fuzzy Logic Controllers Tuned by Genetic Algorithms 428(11) C.T.C. Arsene A.M.S. Zalzala BIOMODELING Computer Experiments on the Development of Niche Specialization in an Artificial Ecosystem 439(6) Jon J. Brewster Michael Conrad Multiple Sequence Alignment Using Evolutionary Programming 445(8) Kumar Chellapilla Gary B. Fogel Of Metaphors and Darwinism: Deconstructing Genetic Programmings Chimera 453(10) Jason M. Daida Seth P. Yalcin Paul M. Litvak Gabriel A. Eickhoff John A. Polito Simulated Sequencing by Hybridization Using Evolutionary Programming 463(7) Gary B. Fogel Kumar Chellapilla An Evolutionary Approach to Pattern Formation Mechanisms on Lepidopteran Wings 470(4) Peter Eggenberger Raja Dravid Extensions to Evolutionary Systems in Design from Genetic Engineering and Developmental Biology 474(6) John S. Gero Genetic Algorithm Inspired by Gene Duplication 480(8) Hidefumi Sawai Susumu Adachi A Survey of Recent Work on Evolutionary Approaches to the Protein Folding Problem 488(8) Garrison W. Greenwood Jae-Min Shim Byungkook Lee Gary B. Fogel Creation of a Biomimetic Model of Dolphin Hearing Through the Use of Evolutionary Computation 496(7) Dorian S. Houser David A. Helweg Kumar Chellapilla Patrick W. B. Moore Evolutionary Computation Enhancement of Olfactory System Model 503(8) Geza Szekely Mary Lou Padgett Gerry Dozier Hypernetwork Model of Biological Information Processing 511(8) Jose L. Segovia-Juarez Michael Conrad ENGINEERING DESIGN Design Exploration: Extending the Bounds of the Search Space 519(8) M.A. Beck I.C. Parmee Genetic Crossover Strategy using an Approximation Concept 527(7) Kurt S. Anderson YuHung Hsu Effect of Global Parallelism on the Behavior of a Steady State Genetic Algorithm for Design Optimization 534(8) Khaled Rasheed Brian D. Davison A Variable Step Size Algorithm using Evolution Strategies for Adaptive Filtering 542(4) S.C. Ng C.Y. Chung S.H. Leung A. Luk Cluster-oriented Genetic Algorithms to Support Interactive Designer / Evolutionary Computing Systems 546(8) Ian C. Parmee Christopher R. Bonham Improving the Performance of Cluster Oriented Genetic Algorithms (COGAs) 554(8) Christopher R. Bonham Ian C. Parmee HENSON: A Visualization Framework for Genetic Algorithms Users 562(11) Trevor D. Collins CONSTRAINTS Self-Adaptive Penalties for GA-based Optimization 573(8) Carlos A. Coello Coello Towards Understanding Constraint-Handling Methods in Evolutionary Algorithms 581(8) Zbigniew Michalewicz Kalyanmoy Deb Martin Schmidt Thomas J. Stidsen SAWing on Symmetry 589(7) Luk Schoofs Bart Naudts Ives Landrieu Weight-Codings in a Genetic Algorithm for the Multiconstraint Knapsack Problem 596(8) Gunter Raidl Application of the Hardness Theory when Solving the Timetabling Problem with Genetic Algorithms 604(8) Hugo Terashima-Marin Peter Ross Manuel Valenzuela-Rendon An Alternative Constraint Handling Method for Evolution Strategies 612(11) Ahmet Irfan Oyman Kalyanmoy Deb Hans-Georg Beyer THEORY Characterizations of Trajectory Structure of Fitness Landscapes Based on Pairwise Transition Probabilities of Solutions 623(8) Mark Jelasity Boglarka Toth Tamas Vinko Aggregating Models of Evolutionary Algorithms 631(8) William M. Spears Some Observations on the Interaction of Recombination and Self-Adaptation in Evolution Strategies 639(7) Lothar Gruenz Hans-Georg Beyer Self-Adaptation and Global Convergence: A Counter-Example 646(6) Gunter Rudolph Structure Abstraction and Genetic Programming 652(8) Tina Yu Topographical Mapping Assisted Evolutionary Search for Multilevel Optimization 660(6) Mohammed A. El-Beltagy Andy J. Keane Emphasizing Extinction in Evolutionary Programming 666(6) Garrison W. Greenwood Gary B. Fogel Manuel Ciobanu A Performance Analysis of Evolutionary Pattern Search with Generalized Mutation Steps 672(8) William E. Hart Keith O. Hunter On the Real Arity of Multiparent Recombination 680(7) I.G. Sprinkhuizen-Kuyper C.A. Schippers A.E. Eiben Learning Landscapes: Regression on Discrete Spaces 687(8) William G. Macready Bennett S. Levitan The Deterministic Genetic Algorithm: Implementation Details and Some Results 695(8) Ralf Salomon ``Effective Fitness Landscapes for Evolutionary Systems 703(12) C.R. Stephens An Examination of Building Block Dynamics in Different Representations 715(7) Annie S. Wu Kenneth A. De Jong A Bayesian Framework for Evolutionary Computation 722(7) Byoung-Tak Zhang Adaptive Genetic Algorithms - Modeling and Convergence 729(7) Alexandru Agapie Predictive Measures for Problem Difficulty 736(8) Colin R. Reeves Problem Perturbation: Implications on the Fitness Landscape 744(8) W.N. Martin A.L. Barker J.P. Cohoon The Factorized Distribution Algorithm for Additively Decomposed Functions 752(8) Heinz Muhlenbein Thilo Mahnig Scheduling Variance Loss Using Population Level Annealing for Evolutionary Computation 760(8) Arnold L. Patton Erik D. Goodman William F. Punch III A Genetic Algorithm Based on Mutation and Crossover with Adaptive Probabilities 768(8) C.W. Ho K.H. Lee K.S. Leung The Worth of the Uniform 776(7) Emanuel Falkenauer On Some Difficulties in Local Evolutionary Search 783(5) Hans-Michael Voigt Some Information Theoretic Results on Evolutionary Optimization 788(8) Thomas M. English A Case Study of a Multiobjective Recombinative Genetic Algorithm with Coevolutionary Sharing 796(11) Martijn Neef Dirk Thierens Henryk Arciszewski VARIOUS APPLICATIONS OF EVOLUTIONARY ALGORITHMS Evolutionary Computation Applied to Algorithmic Composition 807(5) Artemis Moroni Jonatas Manzolli Fernando Von Zuben Ricardo Gudwin Fuzzy Evolutionary Programming for Hidden Markov Modelling in Speaker Identification 812(4) Tu Van Le Dat Tran Michael Wagner Turbo Codes Optimization Using Genetic Algorithms 816(7) Nicolas Durand Jean/Marc Alliot Boris Bartolome Evolving Materialized Views in Data Warehouse 823(7) Chuan Zhang Xin Yao Jian Yang A Novel Function-Level EHW Architecture within Modern FPGAs 830(4) Gerlad R. Clark Genetic Programming in the Agent-Based Artificial Stock Market 834(8) Shu-Heng Chen Chia-Hsuan Yeh Signal Processing Applications Using Adaptive Simulated Annealing 842(8) S. Chen R.H. Istepanian B.L. Luk Object Detection by Multiple Textural Analyzers 850(5) Daniel Howard Simon C. Roberts Seismic Velocity Inversion with Genetic Algorithms 855(7) Sushil J. Louis Qinxue Chen Satish Pullammanappallil A Supervisory Architecture and Hybrid GA for the Identifications of Complex Systems 862(8) Linyu Yang John Yen Athirathnam Rajesh Ken D. Kihm Two Evolutionary Approaches to Cross-Clustering Problems 870(7) Henri Luchian Ben Paechter Vlad Radulescu Silvia Luchian Emergence of Cooperative Coalition in NIPD Game with Localization of Interaction and Learning 877(8) Yeon-Gyu Seo Sung-Bae Cho Xin Yao Genetic Music Compositor 885(6) Alejandro Pazos A. Santos del Riego Julian Dorado J.J. Romero Cardalda Ostracism for Improving Cooperation in the Iterated Prisoners Dilemma Game 891(6) Jae C. Oh A Two Stage Genetic Algorithm for Optimisation of Causal IIR Perfect Reconstruction Multirate Filter Banks 897(7) G. Singh Baicher MTGP: A Multithreaded Java Tool for Genetic Programming Applications 904(9) A.M.S. Zalzala D. Green Resolution of the Left Ventricle 3D Reconstruction Problem using Approaches based on Genetic Algorithm for Multi Objective Problems 913(8) Jose Aguilar Pablo Miranda Applying Evolutionary Algorithms to Real-World-Inspired Problems with Physical Smoothness Constraints 921(8) Ralf Salomon Evolution of Neighborly Relations in a Spatial IPD Game with Cooperative Players and Hostile Players 929(8) Hisao Ishibuchi Tatsuo Nakari Tomoharu Nakashima Linguistic Summaries of Sales Data at a Computer Retailer via Fuzzy Logic and a Genetic Algorithm 937(7) Janusz Kacprzyk Pawel Strykowski PLAGA: A Highly Parallelizable Genetic Algorithm for Programmable Logic Arrays Test pattern Generation 944(11) Alfredo Cruz Sumitra Mukherjee DNA COMPUTING PNA-enhanced DNA Computing 955(5) Jose Miro-Julia Francesc Rossello Towards a System for Simulating DNA Computing with Whiplash PCR 960(7) Akio Nishikawa Masami Hagiya Molecular Implementation of Computational Components 967(5) Gerald G. Owenson Martyn Amos David A. Hodgson Alan Gibbons Executing Parallel Logical Operations with DNA 972(8) Mitsunori Ogihara Animesh Ray Cross-fertilization between Evolutionary Computation and DNA-based Computing 980(8) Thomas Back Joost N. Kok Grzegorz Rozenberg The Inference via DNA Computing 988(6) Piotr Wasiewicz Tomasz Janczak Jan J. Mulawka Andrzej Plucienniczak Solving Traveling Salesman Problems Using Molecular Programming 994(7) Soo-Yong Shin Byoung-Tak Zhang Sung-Soo Jun A Biomolecular Implementation of Logically Reversible Computation with Minimal Energy Dissipation 1001(5) Joshua P. Klein Thomas H. Leete Harvey Rubin AQUEOUS COMPUTING: Writing on Molecules 1006(5) Tom Head Masayuki Yamamura Susannah Gal Physical Separation of DNA According to Royal Road Fitness 1011(8) David Harlan Wood Junghuei Chen PARALLEL AND DISTRIBUTED PROCESSING Numerical and Real Time Analysis of Parallel Distributed GAs with Structured and Panmictic Populations 1019(8) Enrique Alba Carlos Cotta Jose M. Troya A Parallel Evolutionary Algorithm for High-Level Program Induction 1027(8) Paul J. Walsh Parallel Genetic Algorithm Fitness Function Team for Eigenstructure Assignment via LQR Designs 1035(8) Joao V. da Fonseca Neto Celso P. Bottura Using Genetic Algorithms for Sparse Distributed Memory Initialization 1043(8) Ashraf Anwar Dipankar Dasgupta Stan Franklin Parallel Combinatorial Optimization with Evolutionary Cooperation between Processors 1051(8) J. Ortega J.L. Bernier A.F. Diaz I. Rojas M. Salmeron A. Prieto AIM-GP and Parallelism 1059(8) Peter Nordin Frank Hoffmann Frank D. Francone Markus Brameier Wolfgang Banzhaf Ring Around the PIG: A Parallel GA with Only Local Interactions Coupled with a Self-Reconfigurable Hardware Platform to Implement an O(1) Evolutionary Cycle for Evolvable Hardware 1067(12) Nicholas J. Macias SCHEDULING Early-Tardy Scheduling under Fuzzy Due Dates Using a Genetic Algorithm 1079(6) S.S. Lam X. Cai A Multi-Stage Approach for the Thermal Generator Maintenance Scheduling Problem 1085(8) E.K. Burke A.J. Smith A Genetic Algorithm for Designing Job Rotation Schedules Considering Ergonomic Constraints 1093(6) Brian J. Carnahan Mark S. Redfern Bryan A. Norman A Genetic Algorithm for Minimax Optimization Problems 1099(5) Jeffrey W. Herrmann A Hybrid Evolutionary Search Scheduling Algorithm to Solve the Job Shop Scheduling Problem 1104(6) P. Van Bael D. Devogelaere M. Rijckaert Dynamic Air Traffic Planning by Genetic Algorithms 1110(8) Sofiane Oussedik Daniel Delahaye Marc Schoenauer Scheduling and Route Selection for Military Land Moves Using Genetic Algorithms 1118(6) David Montana Garrett Bidwell Gordon Vidaver Jose Herrero Near-Optimal Scheduling of Line Production with an Evolutionary Algorithm 1124(6) Bogdan Filipic Darko Zupanic Job Sequencing and Inventory Control for a Parallel Machine Problem: A Hybrid-GA Approach 1130(8) Jeffrey A. Joines C. Thomas Culbreth Robust Solutions to Job Shop Problems 1138(7) Mikkel Tjornfelt-Jensen Tage Kiilsholm Hansen Evolutionary Algorithms in Lecture Timetabling 1145(7) Panagiotis Adamidis Panagiotis Arapakis A New Population-based Incremental Learning Method for the Traveling Salesman Problem 1152(5) Zhenya He Cheng Jian Wei Bingyao Jin Wenjiang Pei Luxi Yang Texture Synthesis with Tandem Genetic Algorithms using Nonparametric Partially Ordered Markov Models 1157(7) Daniel Ashlock Jennifer Davidson Evolutionary Algorithms for the Optimization of Reliability in Parallel/Series Redundant Systems 1164(7) Alain Ratle Daoud Ait-Kadi Manipulation of Non-Linear IFS Attractors Using Genetic Programming 1171(7) Frederic Raynal Evelyne Lutton Pierre Collet Marc Schoenauer Evolutionary Design of Time-Way Charts for Plating Machines 1178(8) Georges E. Matile Andrea G. B. Tettamanzi Marco Tomassini Resolution of Simple Plant Location Problems Using an Adapted Genetic Algorithm 1186(8) Jorng-Tzong Horng Li-Yi Lin Baw-Jhiune Liu Cheng-Yan Kao Genetic Micro-Rollback Self-Recovery Synthesis 1194(6) K. Sookhanaphibarn C. Lursinsap Clique-Based Crossover for Solving the Timetabling Problem with GAs 1200(7) Hugo Terashima-Marin Peter Ross Manuel Valenzuela-Rendon Vehicle Sequencing Based on Evolutionary Computation 1207(10) Jie Cheng Yi Lu Gint Puskorius Sharon Bergeon Jing Xiao FORECASTING Oil Reservoir Production Forecasting with Uncertainty Estimation Using Genetic Algorithms 1217(7) Harald H. Soleng The Dynamic Evolutionary Modeling of Higher-Order Ordinary Differential Equations for Time Series Real-Time Predication 1224(6) Lishan Kang Hongqing Cao Yuping Chen Feature Extraction Using Evolutionary Computation 1230(7) Manabu Kotani Masaki Nakai Kenzo Akazawa Evolutionary Design of Neurofuzzy Networks for Pattern Classification 1237(8) Fernando Gomide Fernando J. Von Zuben Eduardo Masato Iyoda Leandro N. de Castro Combining Rules Learnt Using Genetic Algorithms for Financial Forecasting 1245(8) Kumar Mehta Siddhartha Bhattacharyya Investment Decision Making Using FGP: A Case Study 1253(7) Jin Li Edward P.K. Tsang Genetic Evolution of Regression Models for Business and Economic Forecasting 1260(11) M.A. Kaboudan CIRCUIT DESIGN Evolutionary Design of Electronic Devices and Circuits 1271(8) Adrian Stoica Gerhard Klimeck Carlos Salazar-Lazaro Didier Keymeulen Anil Thakoor Simulating Boolean Circuits by Finite Splicing 1279(7) Katrin Erk Representation, Constraint Satisfaction and the Knapsack Problem 1286(7) Robert Hinterding Verifying the Equivalence of Sequential Circuits with Genetic Algorithms 1293(6) F. Corno M. Sonza Reorda G. Squillero Digital Circuit Evolution and Fitness Landscapes 1299(10) Vesselin K. Vassilev Julian F. Miller Terence C. Fogarty DATA MINING Towards an Evolutionary Algorithm: A Comparison of Two Feature Selection Algorithms 1309(5) Kan Chen Huan Li A Survey of Genetic Feature Selection in Mining Issues 1314(8) Maria J. Martin-Bautista Maria-Amparo Villa Discovering Interesting Prediction Rules with a Genetic Algorithm 1322(8) Edgar Noda Alex A. Freitas Heitor S. Lopes Data Mining using Genetic Programming: The Implications of Parsimony on Generalization Error 1330(8) Michael J. Cavaretta Kumar Chellapilla Evolution of Logic Programs: Part-of-Speech Tagging 1338(11) Philip G.K. Reiser Patricia J. Riddle MODELS OF EVOLUTIONARY COMPUTATION A Preliminary Investigation into Evolving Modular Finite State Machines 1349(8) Kumar Chellapilla David Czarnecki On the Search Space of Genetic Programming and Its Relation to Natures Search Space 1357(5) Marc Ebner Graph Based Genetic Algorithms 1362(7) Daniel Ashlock Mark Smucker John Walker Crossover and Diploid Dominance with Deceptive Fitness 1369(8) Buster Greene AppGP: An Alternative Structural Representation for GP 1377(7) Nicholas Freitag McPhee Nicholas J. Hopper A Unified Model of Non-Panmictic Population Structures in Evolutionary Algorithms 1384(8) Joachim Sprave Algorithms Local Potential - Breakfast Included? 1392(6) Nicole Weicker Karsten Weicker Theoretical Comparisons of Evolutionary Computation and Other Optimization Approaches 1398(8) James C. Spall Stacy D. Hill David R. Stark Hierarchically Consistent Test Problems for Genetic Algorithms 1406(8) Richard A. Watson Jordan B. Pollack Downhill Walk from the Top of a Hill by Evolutionary Programming 1414(5) Akira Imada Visual Analysis of Evolutionary Algorithms 1419(7) Annie S. Wu Kenneth A. De Jong Donald S. Burke John J. Grefenstette Connie Loggia Ramsey Niching in an ES/EP Context 1426(8) Zhang Jian Xiaojing Yuan Zhixiang Zeng Bill P. Buckles Cris Koutsougeras Saud Amer Enhancing Transportation Performance 1434(11) Anabela Borges Simoes Ernesto Costa ANT COLONY An Ant Colony Optimization Approach for the Single Machine Total Tardiness Problem 1445(6) Andreas Bauer Bernd Bullnheimer Richard F. Hartl Christine Strauss New Results on an Ant-Based Heuristic for Highlighting the Organization of Large Graphs 1451(8) Pascale Kuntz Dominique Snyers A New Version of Ant System for Subset Problems 1459(6) Guillermo Leguizamon Zbigniew Michalewicz Hamiltonian(t) - An Ant-Inspired Heuristic for Recognizing Hamiltonian Graphs 1465(5) Israel A. Wagner Alfred M. Bruckstein Ant Colony Optimization: A New Meta-Heuristic 1470(8) Marco Dorigo Gianni Di Caro An Ant System Approach to Redundancy Allocation 1478(9) Yun-Chia Liang Alice E. Smith OPERATORS Controlling Mutation/Selection Algorithms with Stochastic Approximation 1487(7) Olivier Francois A Parabolic Operator for Parameter Optimization Problems 1494(7) Thomas J. Stidsen Ole Caprani Zbigniew Michalewicz Its All the Same to Me: Revisiting Rank-Based Probabilities and Tournaments 1501(5) Bryant A. Julstrom Local Search Operators in Fast Evolutionary Programming 1506(8) Hemanth K. Birru Kumar Chellapilla Rao S.S. Combining Landscape Approximation and Local Search in Global Optimization 1514(7) Ko-Hsin Liang Xin Yao Charles Newton A Genetic Algorithm with a Mendel Operator for Global Minimization 1521(6) In-Soo Song Hyun-Wook Woo Min-Jea Tahk Adding Genetics to the Standard PBIL Algorithm 1527(8) Martin Schmidt Kim Kristensen Thomas Randers Jensen Guided Crossover: A New Operator for Genetic Algorithm Based Optimization 1535(7) Khaled Rasheed Crossover Operators that Improve Offspring Fitness 1542(8) Chilukuri K. Mohan Directed Mutation - A New Selfadaptation for Evolution Strategies 1550(8) Lars Hildebrand Bernd Reusch Madjid Fathi Stochastic Reverse Hillclimbing and Iterated Local Search 1558(8) Carlos Cotta Enrique Alba Jose M. Troya Generalizations of Intermediate Recombination in Evolution Strategies 1566(8) Thomas Back Agoston E. Eiben Shuffle Crossover and Mutual Information 1574(7) Forbes J. Burkowski Multi-parental Extension of the Unimodal Normal Distribution Crossover for Real-coded Genetic Algorithms 1581(8) Hajime Kita Isao Ono Shigenobu Kobayashi Multiple Crossovers Between Multiple Parents to Improve Search in Evolutionary Algorithms 1589(6) Susana C. Esquivel Hector A. Leiva Raul H. Gallard Rank Based Crossover - A New Technique to Improve the Speed and Quality of Convergence in GA 1595(10) Goutam Chakraborty Kayo Hoshi COEVOLUTION A Coevolutionary Genetic Algorithm for Constrained Optimization 1605(7) Helio J.C. Barbosa Artificial Curiosity Based on Discovering Novel Algorithmic Predictability Through Coevolution 1612(7) Jurgen Schmidhuber Learning Nash Equilibria by Coevolving Distributed Classifier Systems 1619(8) Franciszek Seredynski Cezary Z. Janikow On the Improvement of Coevolutionary Optimizers by Learning Variable Interdependencies 1627(6) Karsten Weicker Nicole Weicker Multinational Evolutionary Algorithms 1633(8) Rasmus K. Ursem Genetic Programming and Co-Evolution with Exogenous Fitness in an Artificial Life Environment 1641(10) Michael Waters John Sheppard CULTURAL ALGORITHMS Using Cultural Algorithms to Improve Performance in Semantic Networks 1651(6) Nestor Rychtyckyj Robert G. Reynolds Knowledge-Based Software Testing Agent Using Evolutionary Learning with Cultural Algorithms 1657(7) David A. Ostrowski Robert G. Reynolds The Metrics Apprentice: Using Cultural Algorithms to Formulate Quality Metrics for Software Systems 1664(8) George S. Cowan Robert G. Reynolds Using Knowledge-Based Evolutionary Computation to Solve Nonlinear Constraint Optimization Problems: A Cultural Algorithm Approach 1672(7) Xidong Jin Robert G. Reynolds Learning to Assess the Quality of Genetic Programs Using Cultural Algorithms 1679(10) George S. Cowan Robert G. Reynolds TEACHING EVOLUTIONARY COMPUTATION Evolutionary Computation Teaching at Birmingham 1689(7) Riccardo Poli Experiences with Teaching Adaptive Optimization to Engineering Graduate Students 1696(6) Alice E. Smith Teaching Evolutionary Algorithms 1702(5) Zbigniew Michalewicz Maciej Michalewicz How Does Evolutionary Computation Fit Into IT Postgraduate Teaching 1707(10) Xin Yao AGENT SYSTEMS AND COEVOLUTION An Evolutionary Design of the Networks of Mutual Reliability 1717(7) Kimitaka Uno Akira Namatame Co-Evolutionary Learning on Noisy Tasks 1724(8) Paul J. Darwen Jordan B. Pollack Analytical and Experimental Results on Multiagent Cooperative Behavior Evolution 1732(8) Jiming Liu Jianbing Wu Xun Lai Classifier Systems Evolving Multi-Agent System with Distributed Elitism 1740(9) Gilles Enee Cathy Escazut BREAST CANCER Using Evolutionary Computation to Learn About Detecting Breast Cancer 1749(6) David B. Fogel P.J. Angeline V.W. Porto E.C. Wasson III E.M. Boughton Application of Artificial Neural Networks for Diagnosis of Breast Cancer 1755(5) Joseph Y. Lo Carey E. Floyd Jr Neural Networks for Breast Cancer Diagnosis 1760(8) Xin Yao Yong Liu Artificial Neural Networks in Breast Cancer Diagnosis: Merging of Computer-Extracted Features from Breast Images 1768(2) Maryellen L. Giger Zhimin Huo Investigation of and Preliminary Results for the Solution of the Inter-observer Variability Problem using Fine Needle Aspirate (FNA) Data 1770(11) Walker Land Lewis Loren Timothy Masters ROUTE AND NETWORK PLANNING Hybrid Genetic Algorithms for analogue Network Synthesis 1781(7) James B. Grimbleby Design of Routing Tables for a Survivable Military Communications Network using Genetic Algorithms 1788(8) S.J. Moore Mark C. Sinclair Transmission Network Planning Using Evolutionary Programming 1796(8) Jose L. Ceciliano R. Nieva Multiple Vehicle Routing with Time Windows Using Genetic Algorithms 1804(5) Sushil J. Louis Xiangying Yin Zhen Ya Yuan Ant Colony Optimisation for Virtual-Wavelength-Path Routing and Wavelength Allocation 1809(8) Griselda Navarro Varela Mark C. Sinclair A Hybrid Genetic Algorithm Approach for Backbone Design of Communication Networks 1817(7) Abdullah Konak Alice E. Smith Building Agents with Memory: An Approach using Genetically Programmed Networks 1824(8) Arlindo Silva Ana Neves Ernesto Costa Designing Regular Graphs with the Use of Evolutionary Algorithms 1832(11) Blazej Sawionek Jacek Wojciechowski Jaroslaw Arabas DYNAMIC ENVIRONMENTS Searching for Optima in Non-stationary Environments 1843(8) Krzysztof Trojanowski Zbigniew Michalewicz (1+1) Genetic Algorithm Fitness Dynamics in a Changing Environment 1851(8) Stephen A. Stanhope Jason M. Daida From GAs to Artificial Immune Systems: Improving Adaptation in Time Dependent Optimization 1859(8) Alessio Gaspar Philippe Collard There is ALife beyond Convergence: Using a Dual Sharing to Adapt in Time Dependent Optimization 1867(8) Alessio Gaspar Philippe Collard Memory Enhanced Evolutionary Algorithms for Changing Optimization Problems 1875(10) Jurgen Branke FITNESS DISTRIBUTIONS Fitness Distributions in Evolutionary Computation: Analysis of Local Extrema in the Continuous Domain 1885(8) Kumar Chellapilla David B. Fogel Assessing Operator Effectiveness on Finite State Machines using Fitness Distributions 1893(9) David A. Czarnecki Using Fitness Distributions to Improve the Evolution of Learning Structures 1902(8) Christian Igel Martin Kreutz On Functions with a Given Fitness - Distance Relation 1910(7) Leila Kallel Bart Naudts Marc Schoenauer Empirical Study of Two Classes of Bit Variation Operators in Evolutionary Computation 1917(10) Hemanth Kumar Birru PARTICLE SWARM Human Tremor Analysis Using Particle Swarm Optimization 1927(4) Russell C. Eberhart Xiaohui Hu Small Worlds and Mega-Minds: Effects of Neighborhood Topology on Particle Swarm Performance 1931(8) James Kennedy Particle Swarm Optimization: Surfing the Waves 1939(6) Ender Ozcan Chilukuri K. Mohan Empirical Study of Particle Swarm Optimization 1945(6) Yuhui Shi Russell C. Eberhart The Swarm and the Queen: Towards a Deterministic and Adaptive Particle Swarm Optimization 1951(7) Maurice Clerc Particle Swarm Optimiser with Neighbourhood Operator 1958(7) P.N. Suganthan NEURAL NETWORKS Staged Training of Neocognitron by Evolutionary Algorithms 1965(8) Zhengjun Pan Theo Sabisch Rod Adams Hamid Bolouri Evolving Structure and Function of Neurocontrollers 1973(6) Frank Pasemann Ulrich Steinmetz Ulf Dieckman ATRs Artificial Brain (CAM-Brain) Project: A Sample of What Individual CoDi-1Bit Model Evolved Neural Net Modules Can Do 1979(9) Hugo de Garis Michael Korkin Felix Gers Michael Hough A Study on Evolutionary Design of Binary Decision Trees 1988(6) Qiangfu Zhao Mitsuyoshi Shirasaka Incorporation Family Competition into Gaussian and Cauchy Mutations to Training Neural Networks Using an Evolutionary Algorithm 1994(8) Jinn-Moon Yang Jorng-Tzong Horng Cheng-Yen Kao Modified Fuzzy Associative Memory Scheme Using Genetic Algorithm 2002(5) Jie Si Naiyao Zhang Rilun Tang Neural Network Training with Constrained Integer Weights 2007(7) V.P. Plagianakos M.N. Vrahatis A Study on Hill Climbing Algorithms for Neural Network Training 2014(8) Stephan Chalup Frederic Maire G-Prop II: Global Optimization of Multilayer Perceptrons using GAs 2022(9) P.A. Castillo V. Rivas J.J. Merelo J. Gonzalez A. Prieto G. Romero DYNAMIC FITNESS Evolvability in Dynamic Fitness Landscapes: A Genetic Algorithm Approach 2031(8) John J. Grefenstette On Evolution Strategy Optimization in Dynamic Environments 2039(8) Karsten Weicker Nicole Weicker A Test Problem Generator for Non-Stationary Environments 2047(7) Ronald W. Morrison Kenneth A. De Jong The Usefulness of Tag Bits in Changing Environments 2054(9) William Liles Kenneth De Jong EVOLUTIONARY COMPUTATION METHODS A Comparison of Memetic Algorithms, Tabu Search, and Ant Colonies for the Quadratic Assignment Problem 2063(8) Peter Merz Bernd Freisleben Building Evolution Friendliness into Cellular Automaton Dynamics: The Cytomatrix Neuron Model 2071(7) Ahmet Ugur Michael Conrad Optimal Sampling Strategies for Learning a Fitness Model 2078(8) Alain Ratle Empirical Analysis of Different Levels of Meta-Evolution 2086(8) Wolfgang Kantschik Peter Dittrich Markus Brameier Wolfgang Banzhaf Using Chaos in Genetic Algorithms 2094(8) John Determan James A. Foster The GENIE is Out! (Who Needs Fitness to Evolve?) 2102(7) Stephen Chen Stephen F. Smith Cesar Guerra-Salcedo CONTROL SYSTEMS Applying Evolutionary Programming to Robust Control Systems Design and Analysis 2109(7) Y.J. Cao Q.H. Wu Genetic Algorithms for Controlling the Fabrication Control of Optical Interference Rugate Filters 2116(8) D.A. Linkens M.F. Abbod J. Metcalfe B. Nichols Genetic Algorithms Solution for Unconstrained Optimal Crane Control 2124(7) Bahram Kimiaghalam Abdollah Homaifar Marwan Bikdash Gerry Dozier Evolutionary Learning of Fuzzy Logic Controllers Over a Region of Initial States 2131(8) Russel J. Stonier Evolutionary Design of Fuzzy Gain Scheduling Controllers 2139(6) Baolin Wu Xinghuo Yu A Fuzzy Controller Development Tool Based on Evolutionary Techniques 2145(6) Carlos Kavka Maria Liz Crespo Wu Geng Feng Fu Zhong Qian Automatic Rule Generation for Fuzzy Logic Controllers Using Rule-Level Co-evolution of Subpopulations 2151(8) Jonghyeok Jeong Se-Young Oh OPTIMIZATION A Hybrid Method of Evolutionary Algorithms for Mixed-Integer Nonlinear Optimization Problems 2159(8) Yung-Chien Lin Feng-Sheng Wang Kao-Shing Hwang Local Interaction Evolution Strategies for Design Optimization 2167(8) Martina Gorges-Schleuter Ingo Sieber Wilfried Jakob Investigation of a Characteristic Bimodal Convergence-time/Mutation-rate Feature in Evolutionary Search 2175(8) M. Oates D. Corne R. Loader Parallel Real-Valued Genetic Algorithms for Bioremediation Optimization of TCE-Contaminated Groundwater 2183(7) Craig A. Garrett Junqi Huang Mark N. Goltz Gary B. Lamont Optimizing Deceptive Functions with the SG-Clans Algorithm 2190(9) F. Corno M. Sonza Reorda G. Squillero MANUFACTURING OPTIMIZATION A GA-based Technique for the Scheduling of Storage Tanks 2199(8) K.P. Dahal C.J. Aldridge J.R. McDonald G.M. Burt A Genetic Programming Heuristic for the One-Machine Total Tardiness Problem 2207(8) Christos Dimopoulos Ali MS Zalzala Optimisation of Lay-Out for a Problem in Roofing with Sheets 2215(6) T.R. Cranny T.R.J. Bossomaier L. Sibley-Punnett Materialized View Selection Using Genetic Algorithms in a Data Warehouse System 2221(10) Jorng-Tzong Horng Yu-Jan Chang Baw-Jhiune Liu Cheng-Yan Kao QUANTUM COMPUTING Quantum Computing for Beginners 2231(8) Ajit Narayanan Finding a Better-than-Classical Quantum AND/OR Algorithm using Genetic Programming 2239(8) Lee Spector Howard Barnum Herbert J. Bernstein Nikhil Swamy Quantum Cryptography - From Single-Photon Transmission, Key Extraction Methods to Novel Quantum Information Protocols 2247(8) Anders Karlsson Mohamed Bournenanne Daniel Ljunggren Per Jonsson Alexandru Hening Juan Pena Ciscar Masato Koashi Nobuyuki Imoto Quantum Mechanical Searching 2255(10) Lov K. Grover IE/OR PROBLEMS Spanning Tree-based Genetic Algorithm for the Bicriteria Fixed Charge Transportation Problem 2265(7) Mitsuo Gen Yinzhen Li Genetic Algorithm for Solving Bicriteria Network Topology Design Problem 2272(8) Jong Ryul Kim Mitsuo Gen Genetic Algorithms in Lot Sizing Decisions 2280(7) William Hernandez Gursel A. Suer A Hybrid Approach of Genetic Algorithms and Local Optimizers in Cell Loading 2287(8) Gursel A. Suer Ramon Vazquez Miguel Cortes Parallel Sparse Matrix Ordering: Quality Improvement Using Genetic Algorithms 2295(7) Wen-Yang Lin Genetic Decoding of Linear Block Codes 2302(8) Fabbryccio A.C.M. Cardoso Dalton S. Arantes Genetic Drift in Tacit Coordination Games 2310(7) Jasmina Arifovic HYBRID ALGORITHMS On Cooperation between Evolutionary Algorithms and other Search Parameters 2317(8) Jorg Denzinger Tim Offermann Distance Based Hybrid Genetic Algorithm: An Application for The Graph Coloring Problem 2325(8) Kiyoharu Tagawa Kenji Kanesige Katsumi Inoue Hiromasa Haneda A General Method for Automated Simulation of Non-Linear Dynamical Systems Using a New Fuzzy-Fractal-Genetic Approach 2333(8) Oscar Castillo Patricia Melin Designing Compact Fuzzy Rule-Based Systems with Default Hierarchies for Linguistic Approximation 2341 Hisao Ishibuchi Tomoharu Nakashima
