James Montgomery (auth.), Marcus Randall, Hussein A. Abbass, Janet Wiles (eds.)3540769307, 9783540769309
Table of contents :
Front Matter….Pages –
Alternative Solution Representations for the Job Shop Scheduling Problem in Ant Colony Optimisation….Pages 1-12
Analyzing the Role of “Smart” Start Points in Coarse Search-Greedy Search….Pages 13-24
Concealed Contributors to Result Quality — The Search Process of Ant Colony System….Pages 25-35
Ants Guide Future Pilots….Pages 36-48
Information Transfer by Particles in Cellular Automata….Pages 49-60
An Artificial Development Model for Cell Pattern Generation….Pages 61-71
Rounds Effect in Evolutionary Games….Pages 72-83
Modelling Architectural Visual Experience Using Non-linear Dimensionality Reduction….Pages 84-95
An Evolutionary Benefit from Misperception in Foraging Behaviour….Pages 96-106
Simulated Evolution of Discourse with Coupled Recurrent Networks….Pages 107-118
How Different Hierarchical Relationships Impact Evolution….Pages 119-130
A Dual Phase Evolution Model of Adaptive Radiation in Landscapes….Pages 131-143
Directed Evolution of an Artificial Cell Lineage….Pages 144-155
An Integrated QAP-Based Approach to Visualize Patterns of Gene Expression Similarity….Pages 156-167
Complement-Based Self-Replicated, Self-Assembled Systems (CBSRSAS)….Pages 168-178
Self-maintained Movements of Droplets with Convection Flow….Pages 179-188
Structural Circuits and Attractors in Kauffman Networks….Pages 189-200
The Effects of Learning on the Roles of Chance, History and Adaptation in Evolving Neural Networks….Pages 201-211
Unsupervised Acoustic Classification of Bird Species Using Hierarchical Self-organizing Maps….Pages 212-221
The Prisoner’s Dilemma with Image Scoring on Networks: How Does a Player’s Strategy Depend on Its Place in the Social Network?….Pages 222-231
Population-Based Ant Colony Optimisation for Multi-objective Function Optimisation….Pages 232-244
Mechanisms for Evolutionary Reincarnation….Pages 245-256
An Evolutionary Algorithm with Spatially Distributed Surrogates for Multiobjective Optimization….Pages 257-268
Examining Dissimilarity Scaling in Ant Colony Approaches to Data Clustering….Pages 269-280
A Framework for the Co-evolution of Genes, Proteins and a Genetic Code Within an Artificial Chemistry Reaction Set….Pages 281-291
In-Formation Flocking: An Approach to Data Visualization Using Multi-agent Formation Behavior….Pages 292-304
A Principled Approach to Swarm-Based Wall-Building….Pages 305-319
Pattern Extraction Improves Automata-Based Syntax Analysis in Songbirds….Pages 320-332
A Modified Strategy for the Constriction Factor in Particle Swarm Optimization….Pages 333-344
A Differential Evolution Variant of NSGA II for Real World Multiobjective Optimization….Pages 345-356
Investigating a Hybrid Metaheuristic for Job Shop Rescheduling….Pages 357-368
Enhancements to Extremal Optimisation for Generalised Assignment….Pages 369-380
Identification of Marker Genes Discriminating the Pathological Stages in Ovarian Carcinoma by Using Support Vector Machine and Systems Biology….Pages 381-389
Ancestral DNA Sequence Reconstruction Using Recursive Genetic Algorithms….Pages 390-400
Back Matter….Pages –
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