Natural Computing Algorithms

Front Matter....Pages I-XX
Introduction....Pages 1-13
Front Matter....Pages 15-15
Introduction to Evolutionary Computing....Pages 17-20
Genetic Algorithm....Pages 21-42
Extending the Genetic Algorithm....Pages 43-71
Evolution Strategies and Evolutionary Programming....Pages 73-82
Differential Evolution....Pages 83-93
Genetic Programming....Pages 95-114
Front Matter....Pages 115-115
Particle Swarm Algorithms....Pages 117-140
Ant Algorithms....Pages 141-170
Other Foraging Algorithms....Pages 171-186
Bacterial Foraging Algorithms....Pages 187-199
Other Social Algorithms....Pages 201-218
Front Matter....Pages 219-219
Neural Networks for Supervised Learning....Pages 221-259
Neural Networks for Unsupervised Learning....Pages 261-280
Neuroevolution....Pages 281-298
Front Matter....Pages 299-299
Artificial Immune Systems....Pages 301-332
Front Matter....Pages 333-333
An Introduction to Developmental and Grammatical Computing....Pages 335-343
Grammar-Based and Developmental Genetic Programming....Pages 345-356
Grammatical Evolution....Pages 357-373
Tree-Adjoining Grammars and Genetic Programming....Pages 375-381
Front Matter....Pages 333-333
Genetic Regulatory Networks....Pages 383-389
Front Matter....Pages 391-391
An Introduction to Physically Inspired Computing....Pages 393-415
Physically Inspired Computing Algorithms....Pages 417-437
Quantum Inspired Evolutionary Algorithms....Pages 439-452
Front Matter....Pages 453-453
Plant-Inspired Algorithms....Pages 455-477
Chemically Inspired Algorithms....Pages 479-498
Front Matter....Pages 499-499
Looking Ahead....Pages 501-504
Back Matter....Pages 505-554