Index
-
-
-
- Active Scheduling ... 130
-
- Adaptation ... 189, 354
-
- Adaptive Control ... 534
-
- Additive Genetic Variance ... 98
-
- Adaptive Logic Network (ALN) ... 302
-
- Adult Phenotype ... 472
-
- Applications ... 556
-
- Arbitrary Fitness Functions ... 58
-
- Artificial Life (AL) ... 334, 354
-
- Associative Memories ... 26
-
- Attractors ... 26
-
- Automata ... 229
-
- Autonomous Agents ... 524
-
-
-
-
-
- Baldwin Effect ... 6
-
- Boltzmann Selection ... 428
-
- Boolean Function ... 302
-
- Breeder Genetic Algorithm ... 199
-
-
-
-
-
- C-schema ... 108
-
- Celloids ... 365
-
- Cellular Automata ... 344, 354
-
- Chaos ... 26
-
- Classification Problem ... 312
-
- Classifier Systems (CSs) ... 260, 270, 280
-
- Clustered Schema ... 108
-
- Co-evolution ... 46, 249
-
- Collective Learning ... 576
-
- Combinatorial Optimization ... 408
-
- Competition ... 199
-
- Competition-based Learning ... 376
-
- Complexity (Theory) ... 280
-
- Complexity of Learning ... 280
-
- Computational Mechanics ... 344
-
- Computer Aided Design (CAD) ... 546
-
- Computer Architecture ... 534
-
- Constrained Optimization ... 322, 556
-
- Constraint Satisfaction ... 46
-
- Continuous Automata Networks ... 26
-
- Convergence Models ... 119
-
- Convergence Precision ... 159
-
- Convergence Reliability ... 159
-
- Convergence Velocity ... 159
-
- Convergence, Premature ... 16
-
- Correlation Measures ... 68
-
- Covariance ... 98
-
- Covering Operation ... 239
-
- Crossover ... 149
-
- Crossover, Adaptive ... 229
-
- Crossover, Analysis of ... 617
-
- Crossover, Biased ... 209
-
- Crossover, Derivative ... 219
-
- Crossover, Diagonal ... 78
-
- Crossover, Generalized Order ... 16
-
- Crossover, MPX ... 68
-
- Crossover, Single-point ... 170
-
- Crossover, Triadic ... 170
-
- Crossover, Uniform ... 88, 170
-
- Cybernetic Systems ... 26
-
-
-
-
-
- D-optimal Designs ... 608
-
- Decision-making under Uncertainty ... 598
-
- Design Optimization ... 598
-
- Difference-preserving Codes ... 149
-
- Differential Geometry Approach ... 58
-
- Differentiation ... 365
-
- Diffusion Model ... 628
-
- Diploidy ... 36
-
- Directed Mutation ... 556
-
- Discrete Mutation Distribution ... 139
-
- Discrete Optimization ... 472
-
- Distributed Algorithms ... 408
-
- Distributed Genetic Algorithms ... 514
-
-
-
-
-
- EC Difficulty ... 149
-
- Edge Recombination ... 68, 180
-
- Efficient Parallel Learning ... 280
-
- Emergent Computation ... 344
-
- Enact ... 354
-
- Epistatic Problems ... 46
-
- Evolution Strategies (ESs) ... 58, 159, 189, 418, 492
-
- Evolution Strategies, Two-stage ... 492
-
- Evolutionary Algorithms (EAs) ... 556, 588, 608
-
- Evolutionary Structuring ... 472
-
- Evolvable Hardware ... 524
-
- Exaptation ... 354
-
- Experimental Evaluation ... 408
-
- Expression Pattern Coding ... 334
-
-
-
-
-
- Field Programmable Gate Array ... 524
-
- Filtering Genetic Algorithm ... 239
-
- Filtering Operation ... 239
-
- Fitness Landscape ... 68, 149
-
- Fitness Landscape, Analysis of ... 617
-
- Function Learning ... 219
-
- Function Optimization ... 239, 249
-
- Fuzzy Classifier Systems ... 260
-
- Fuzzy Logic ... 260
-
-
-
-
-
- GA-hard Problems ... 239
-
- Game Playing, Application to ... 219
-
- Gate Sizing ... 546
-
- Gene Expression ... 365
-
- Gene Scanning ... 78
-
- Genetic Algorithms (GAs) ... 26, 46, 108, 209, 249, 270, 292, 344, 386, 418, 452, 524, 546, 556, 576, 598
-
- Genetic Algorithms, Difficulty ... 149
-
- Genetic Algorithms, Distributed ... 514
-
- Genetic Algorithms, Parallel ... 16
-
- Genetic Algorithms, Standard ... 504
-
- Genetic Diversity ... 170
-
- Genetic Drift ... 88
-
- Genetic L-system Programming ... 334
-
- Genetic Network, Artificial ... 365
-
- Genetic Operators ... 219
-
- Genetic Pattern Operators ... 334
-
- Genetic Programming (GP) ... 292, 302, 312, 322, 334, 397, 462
-
- Genetic Variance, Additive ... 98
-
- Genocop ... 566
-
- Genotype-phenotype Mapping ... 322
-
- Global Behaviour ... 514
-
- Global Optimization ... 598, 608
-
- Gradient Search ... 386
-
- Graph Generation Grammar ... 472
-
- Graph-bipartition Problems ... 617
-
-
-
-
-
- Heritability ... 98
-
- Hierarchical Representation ... 462
-
- Hill Climbing ... 149, 302, 397
-
- Hybrid Evolutionary Algorithm ... 418
-
- Hybrid Genetic Algorithms ... 6, 566
-
- Hybrid Learning Methods ... 386
-
- Hybrid Methods ... 428
-
- Hyperplane Synthesis ... 108
-
-
-
-
-
- Image Processing ... 386
-
- Individual Development ... 472
-
- Individual Step Size ... 189
-
- Inductive Biases ... 576
-
- Integer Programming ... 139
-
- Intractable ... 149
-
- Intron ... 292
-
- Island Model ... 628
-
-
-
-
-
- Job Shop Scheduling ... 16, 130
-
-
-
-
-
- Lamarckian Evolution ... 6
-
- Learnability ... 280
-
- Learning Curves ... 219
-
- Learning Theory ... 280
-
- Learning and Generalization ... 462
-
- Learning, Collective ... 576
-
- Learning, Competition-based ... 376
-
- Learning, Complexity of ... 280
-
- Learning, Inductive ... 209
-
- Learning, Local vs. Global ... 58
-
- Learning, PAC- ... 280
-
- Learning, Supervised ... 312
-
- Life-time Fitness Evaluation ... 46
-
- Lindenmayer Systems (L-systems) ... 334
-
- Linkage Disequilibrium ... 119
-
- Local Mating ... 16
-
- Local Rules ... 514
-
- Local Search ... 6, 149
-
- Local vs. Global Learning ... 58
-
- Long Paths ... 149
-
-
-
-
-
- Markov Chain Analysis ... 88
-
- Maximum Entropy Distribution ... 139
-
- Mazes ... 482
-
- Meiosis ... 36
-
- Meta-evolution ... 418
-
- Mixed-integer Optimization ... 418
-
- Monte Carlo Simulation ... 598
-
- Multi-chip Module ... 588
-
- Multi-objective Optimization ... 462
-
- Multiple Sampling ... 159
-
- Multipopulation Strategy ... 492
-
- Multiprocessor Systems ... 504
-
- Multiresolution Search ... 199
-
- Mutation ... 149, 170, 492
-
- Mutation, Directed ... 556
-
- Mutation, Neutral ... 322
-
- Mutative Step Size Control ... 189
-
-
-
-
-
- N-person Games ... 514
-
- NERV-computer ... 504
-
- NP-completeness ... 280
-
- Nash Point ... 514
-
- Neighbourhood Relation ... 492
-
- Neural Control ... 452
-
- Neural Networks (NNs) ... 270, 386, 440, 452, 462, 472
-
- Neural Networks, Design ... 492
-
- Neural Networks, Sigma-pi ... 462
-
- Neutrality Theory of Evolution ... 322
-
- Noisy Functions ... 159
-
- Non-convex Search Space ... 566
-
- Non-stationary Problem ... 36
-
- Nonaptation ... 354
-
- Normal Distribution Modelling ... 119
-
-
-
-
-
- Occam's Razor ... 462
-
- Optimal Population Size ... 130
-
- Optimization ... 6, 566
-
- Optimization, Combinatorial ... 408
-
- Optimization, Constrained ... 322
-
- Optimization, Design ... 598
-
- Optimization, Discrete ... 472
-
- Optimization, Global ... 598, 608
-
- Optimization, Mixed-integer ... 418
-
- Optimization, Multi-objective ... 462
-
- Optimization, Numerical ... 78
-
- Optimization, Topology ... 440
-
- Ordering Sequences ... 219
-
-
-
-
-
- PAC-Learning ... 280
-
- Parallel Computation ... 344
-
- Parallel Learning, Efficient ... 280
-
- Parallel Processing ... 504
-
- Parallel Rewrite Systems ... 334
-
- Parallel Simulated Annealing ... 428
-
- Parallel Virtual Machine ... 534
-
- Parallelism ... 628
-
- Parasitism ... 354
-
- Partial Evaluation ... 556
-
- Particle Interactions ... 344
-
- Particle-based Computation ... 344
-
- Path Planning ... 452
-
- Penalty Functions ... 598
-
- Perceptron, Multilayer ... 440
-
- Perturbed Functions ... 159
-
- Phenotype, Adult ... 472
-
- Phenotype, Pre-formed ... 472
-
- Physical Layout Design ... 588
-
- Plasticity-stability Dilemma ... 376
-
- Population Diversity ... 36
-
- Population Dynamics ... 16
-
- Population Size ... 159
-
- Population Size, Optimal ... 130
-
- Population Structure ... 628
-
- Predator-prey Systems ... 46
-
- Prediction ... 376
-
- Preference Predicate ... 219
-
- Premature Convergence ... 16
-
- Program Induction ... 292
-
- Programmable Logic Device (PLD) ... 524
-
- Progress Rate Formula ... 58
-
-
-
-
-
- Q-learning ... 270
-
- Quality Gain Theory ... 58
-
-
-
-
-
- Railways ... 566
-
- Rastrigin's Function ... 159
-
- Recombination ... 149, 219
-
- Recombination, Multi-parent ... 78
-
- Regression ... 98
-
- Regression Problems ... 322
-
- Regulation ... 365
-
- Reinforcement Learning ... 576
-
- Relativity Experiments ... 598
-
- Reliability ... 598
-
- Reproductive Plan ... 628
-
- Ribonucleic Acid (RNA) ... 322
-
- Routing ... 588
-
- Routing Problem ... 534
-
- Royal Road Problem ... 209
-
- Rule-based Learning ... 270
-
- Rule Discovery ... 302
-
-
-
-
-
- Scaling ... 189
-
- Scheduling ... 556
-
- Scheduling, Active ... 130
-
- Schema Analysis ... 108
-
- Schema Extraction ... 239
-
- Schema Preprocessing ... 108
-
- Schema, Clustered ... 108
-
- Search Efficiency ... 149
-
- Search Time ... 149
-
- Selection Schemes ... 119, 170
-
- Selectionist-neutralist Controversy 88
-
- Self-organization ... 376
-
- Self-adaptation ... 189
-
- Simulated Annealing (SA) ... 397, 408, 598
-
- Simulated Annealing, Parallel ... 428
-
- Social Behaviour Pattern ... 16
-
- Spacecraft Design ... 598
-
- Spacing Pattern ... 365
-
- Spatially-extended Systems ... 344
-
- Speech Processing ... 386
-
- Spin-lattice ... 170
-
- Standard Cell Design ... 546
-
- Statistical Model ... 130
-
- Step Size ... 189
-
- Strategy Adaptation ... 199
-
- Strong Causality ... 492
-
- Structure Evolution ... 492
-
- Structuring Goal ... 492
-
- Subsumption Architecture ... 524
-
- Success Probability ... 58
-
- Supervised Learning ... 312
-
- Survival Probability ... 108
-
-
-
-
-
- Theory of -ES ... 58
-
- Timetable ... 556, 566
-
- Topology Optimization ... 440
-
- Traffic Control ... 534
-
- Training Subset ... 312
-
- Travelling Salesman Problem (TSP) ... 36, 68, 180
-
- Tree Representation ... 462
-
- Triadic Crossover ... 170
-
-
-
-
-
- Uncertainty, Decision-making under ... 598
-
-
-
-
-
- VLSI ... 546
-
- Variance, Additive Genetic ... 98