| Preface |
| ICGA-97 Conference Organization |
| Theory |
| Cross-Competition between Building Blocks-Propagating Information to Subsequent Generations / Cees H. M. van Kemenade |
| Conjugate Schema in Genetic Search / S. Kazadi |
| An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming / Riccardo Poli ; W. B. Langdon |
| Phenotypical Building Blocks for Genetic Programming / Thomas Haynes |
| Effective Degrees of Freedom in Genetic Algorithms and the Block Hypothesis / C. R. Stephens ; H. Waelbroeck |
| A Walsh Analysis of NK-Landscapes / Robert B. Heckendorn ; Darrell Whitley |
| An Information Measure of Landscapes / Vesselin Vassilev |
| Fitness Distance Correlation Analysis: An Instructive Counterexample / Lee Altenberg |
| Epistasis as a Basic Concept in Formal Landscape Analysis / B. Naudts ; D. Suys ; A. Verschoren |
| A Condition for the Genotype-Phenotype Mapping: Causality / Bernhard Sendhoff ; Martin Kreutz ; Werner von Seelen |
| Genetic Algorithm Hardness Measures Applied to the Maximum Clique Problem / Terence Soule ; James A. Foster |
| A Wave Analysis of the Subset Sum Problem / Mark Jelasity |
| Inductive Genetic Programming and Superposition of Fitness Landscapes / Vanio Slavov ; Nikolay I. Nikolaev |
| A Random Function Based Framework for Evolutionary Algorithms / Laurence D. Merkle ; Gary B. Lamont |
| Predicting Speedups of Ideal Bounding Cases of Parallel Genetic Algorithms / Erick Cantu-Paz ; David E. Goldberg |
| Analysis of a Genetic Model / A. Bertoni ; P. Campadelli ; M. Carpentieri ; G. Grossi |
| A Generalized Stationary Point Convergence Theory for Evolutionary Algorithms / William Hart |
| An Optimal Stop Criterion for Genetic Algorithms: A Bayesian Approach / Martin Hulin |
| Selection |
| A New Selection Operator Dedicated to Speciation / A. Petrowski |
| Selection Schemes, Elitist Recombination, and Selection Intensity / Dirk Thierens |
| Takeover Time in a Noisy Environment / Yuji Sakamoto |
| Reflections on Bandit Problems and Selection Methods in Uncertain Environments / Gunter Rudolph |
| Double Selection vs. Single Selection in Diffusion Model GAs / Patricia M. White ; Chrisila C. Pettey |
| An Analysis of Local Selection Algorithms in a Spatially Structured Evolutionary Algorithm / Jayshree Sarma ; Kenneth De Jong |
| Representations |
| Bit Representations with a Twist / Soraya B. Rana ; L. Darrell Whitley |
| Tackling the Representation Problem by Stochastic Averaging / J. Ludvig ; J. Hesser ; R. Manner |
| A Two-Dimensional Embedding of Graphs for Genetic Algorithms / Byung-Ro Moon ; Chun-Kyung Kim |
| Comparisons |
| Genetic Algorithms versus Experimental Methods: A Case Study / Colin R. Reeves ; Christine C. Wright |
| A Comparison of Global and Local Search Methods in Drug Docking / Christopher D. Rosin ; R. Scott Halliday ; William E. Hart ; Richard K. Belew |
| Algorithmic Techniques |
| A Continuous Genetic Algorithm for Global Optimization / Jinn-Moon Yang ; Jorng-Tzong Horng ; Cheng-Yan Kao |
| A Real Coded Genetic Algorithm with an Explorer and an Exploiter Populations / Shigeyoshi Tsutsui ; Ashish Ghosh ; David Corne ; Yoshiji Fujimoto |
| A Real Coded Genetic Algorithm for Function Optimization Using Unimodal Normal Distributed Crossover / cIsao Ono ; Shigenobu Kobayashi |
| Genetic-Entropic Algorithm: An Application to NK-Model and Statistical Analysis / Chang-Yong Lee ; Seung Kee Han |
| An Extended Framework for Overcoming Premature Convergence / Kazuhiro Ohkura ; Kanji Ueda |
| Alternative Random Initialization in Genetic Algorithms / Leila Kallel ; Marc Schoenauer |
| The Quality of Pseudo-Random Number Generators and Simple Genetic Algorithm Performance / Mark M. Meysenburg |
| Solving Similar Problems Using Genetic Algorithms and Case-Based Memory / Sushil J. Louis ; J. Johnson |
| Toward Civilized Evolution: Developing Inhibitions / M. Sebag ; M. Schoenauer ; C. Ravise |
| Adaptation to Changing Environments by Means of the Memory Based Thermodynamical Genetic Algorithm / Naoki Mori ; Seiji Imanishi ; Hajime Kita ; Yoshikazu Nishikawa |
| Using Software Visualization Technology to Help Evolutionary Algorithm Users Validate Their Solutions / Trevor D. Collins |
| Steady State Genetic Programming with Constrained Complexity Crossover Using Species Sub-Population / Andrew H. Watson ; Ian C. Parmee |
| Boundary Operators for Constrained Parameter Optimization Problems / Zbigniew Michalewicz |
| Combining Constraint Processing and Genetic Algorithms for Constraint Satisfaction Problems / Elena Marchiori |
| Using Problem Generators to Explore the Effects of Epistasis / Kenneth A. De Jong ; Mitchell A. Potter ; William M. Spears |
| Evolution of Graph-Like Programs with Parallel Distributed Genetic Programming |
| Crossover Operator Biases: Exploiting the Population Distribution / Larry J. Eshelman ; Keith E. Mathias ; J. David Schaffer |
| Empirical Observations on the Roles of Crossover and Mutation / Annie S. Wu ; Robert K. Lindsay ; Rick Riolo |
| Evolutionary Computation in Multi-Agent Environments: Partners / Larry Bull |
| The Effects and Evolution of Tag-Mediated Selection of Partners in Populations Playing the Iterated Prisoner's Dilemma |
| Effects of Contest Length and Noise on Reciprocal Altruism, Cooperation, and Payoffs in the Iterated Prisoner's Dilemma / Bryant A. Julstrom |
| Coevolving Cellular Automata: Be Aware of the Red Queen! / Jan Paredis |
| Regulating the Amount of Information Used for Self-Adaptation in Cultural Algorithm / Robert G. Reynolds ; Chan-Jin Chung |
| DNA to Protein: Transformations and Their Possible Role in Linkage Learning / Hillol Kargupta ; Brian Stafford |
| Classifier Systems |
| A Study of the Generalization Capabilities of XCS / Pier Luca Lanzi |
| Discovering Risk of Disease with a Learning Classifier System / John H. Holmes |
| A Network Genetic Algorithm for Concept Learning / C. Anglano ; A. Giordana ; G. Lo Bello ; L. Saitta |
| Information Theory and NEXTPITCH: A Learning Classifier System / Francine Federman ; Susan Fife Dorchak |
| Applications |
| Edge Assembly Crossover: A High-Power Genetic Algorithm for the Travelling Salesman Problem / Yuichi Nagata |
| Improving Heuristic Algorithms for the Travelling Salesman Problem by Using a Genetic Algorithm to Perturb the Cities / Christine L. Valenzuela ; L. P. Williams |
| A Genetic Local Search Approach to the Quadratic Assignment Problem / Peter Merz ; Bernd Freisleben |
| Optimization of Large Scale Parcel Distribution Systems by the Breeder Genetic Algorithm (BGA) / Ulrich Bartling ; Heinz Muhlenbein |
| A Genetic Algorithm Approach to Dynamic Job Shop Scheduling Problems / Shyh-Chang Lin ; Erik D. Goodman ; William F. Punch |
| Solving the Multiple Resource Constrained Project Scheduling Problem with a Hybrid Genetic Algorithm / E. Ramat ; G. Venturini ; C. Lente ; M. Slimane |
| A Genetic Algorithm Hybrid for Hierarchical Reactive Scheduling / Kwang Ryel Ryu ; Junha Hwang ; Hyung Rim Choi ; Kyu Kab Cho |
| Effectiveness of Genetic Local Search Algorithms / Hisao Ishibuchi ; Tadahiko Murata ; Shigemitsu Tomioka |
| Using Case Based Learning to Improve Genetic Algorithm Based Design Optimization / Khaled Rasheed ; Haym Hirsh |
| Optimizing Engineering Designs Using a Combined Genetic Search / Kalyanmoy Deb ; Mayank Goyal |
| Co-operative Evolutionary Strategies for Single Component Design / Harish D. Vekeria |
| Using Genetic Algorithms with Local Search for Thin Film Metrology / Mark Land ; John J. Sidorowich |
| A Coevolutionary Genetic Algorithm for a Game Approach to Structural Optimization / Helio J. C. Barbosa |
| Car Suspension Design for Comfort Using Genetic Algorithm / Vikas Saxena |
| Simultaneous Feature Scaling and Selection Using a Genetic Algorithm / Michael L. Raymer ; Eric D. Goodman ; Paul C. Sanschagrin ; Leslie A. Kuhn |
| Messy Genetic Algorithms for Subset Feature Selection / D. Whitley ; J. R. Beveridge ; C. Guerra-Salcedo ; C. Graves |
| A Genetic Approach to Stable Matching / Brian Aldershof ; Olivia M. Carducci |
| Optimal Placements of Flexible Objects: An Evolutionary Programming Approach / S. K. Cheung ; K. S. Leung ; A. Albrecht ; C. K. Wong |
| A Genetic Algorithm for Packing Three-Dimensional Non-Convex Objects Having Cavities and Holes / Ilkka Ikonen ; William E. Biles ; Anup Kumar ; John C. Wissel ; Rammohan K. Ragade |
| A Genetic Algorithm for Weight Selection in H[subscript infinity] Control Design / D. C. Donha ; D. S. Desanj ; M. R. Katebi |
| Robust Design of Multicommodity Integral Flow Networks / Stanislaw Kozdrowski ; Michal Pioro ; Jaroslaw Arabas ; Michael Szczesniak |
| Performance of Diploid Dominance with Genetically Synthesized Signal Processing Networks / F. (Buster) Greene |
| A Genetic Algorithm Approach to Planning the Telecommunications Access Network / David Brittain ; Jon Sims Williams ; Chris McMahon |
| Wireless LAN Design Using Hierarchical Genetic Algorithm / K. S. Tang ; K. F. Man ; K. T. Ko |
| Genetic Algorithm for Restrictive Channel Routing Problem / Vladimir N. Davidenko ; Victor M. Kureichik ; Victor V. Miagkikh |
| An Adaptive Network Routing Algorithm Employing Path Genetic Operators / Masaharu Munetomo ; Yoshiaki Takai ; Yoshiharu Sato |
| Local Search Genetic Algorithm for Optimization of Highly Reliable Communications Networks / Berna Dengiz ; Fulya Altiparmak ; Alice E. Smith |
| A Non-Generational Genetic Algorithm for Multiobjective Optimization / Manuel Valenzuela-Rendon ; Eduardo Uresti-Charre |
| The Neighborhood Constraint Method: A Genetic Algorithm-Based Multiobjective Optimization Technique / Daniel H. Loughlin ; S. Ranjithan |
| A Multiple Criteria Genetic Algorithm for Containership Loading / David S. Todd ; P. Sen |
| Use of Genetic Algorithms in Multicriteria Optimization to Solve Industrial Problems / A. Gaspar Cunha ; Pedro Oliveira ; Jose A. Covas |
| Resolving Social Dilemmas Using Genetic Algorithms: Initial Results / Neeraj Arora ; Sandip Sen |
| On Using Interactive Genetic Algorithms for Knowledge Discovery in Databases / F. Morin ; J.-P. Asselin de Beauville |
| Option Pricing with Genetic Algorithms: The Case of European-Style Options / Shu-Heng Chen ; Woh-Chiang Lee |
| The Cryptanalysis of a Three Rotor Machine Using a Genetic Algorithm / Tony Bagnall ; G. P. McKeown ; V. J. Rayward-Smith |
| Adaptive Combustion Balancing in Multiple Burner Boiler Using a Genetic Algorithm with Variable Range of Local Search / F. Vavak ; K. Jukes ; T. C. Fogarty |
| Prediction of Nonlinear and Nonstationary Time-Series Using Self-Adaptive Evolution Strategies with Individual Memory / Andre Neubauer |
| Evolutionary Statistics: Using a Genetic Algorithm and Model Reduction to Isolate Alternate Statistical Hypotheses of Experimental Data / David Rogers |
| Genetic Programming Estimates of Kolmogorov Complexity / I. De Falco ; M. Conte ; A. Della Cioppa ; E. Tarantino ; G. Trautteur |
| The Emergence of Emergence Distributions: Using Genetic Algorithms to Test Biological Theories / Keith Downing |
| Neural Networks |
| Culling and Teaching in Neuro-Evolution / Paul McQuesten ; Risto Miikkulainen |
| Evolving Neural Networks to Play Go / Norman Richards ; David E. Moriarty |
| Fitness Functions for the Optimization of Self-Organizing Maps / Daniel Polani |
| Evolution of a Hopfield Associative Memory by the Breeder Genetic Algorithm / Akira Imada ; Keijiro Araki |
| On-line Adaptation of Neural Networks with Evolvable Hardware / Masahiro Murakawa ; Shuji Yoshizawa ; Isamu Kajitani ; Tetsuya Higuchi |
| Key Word Index |
| Author Index |
| Preface |
| ICGA-97 Conference Organization |
| Theory |
図書
