Natural computing algorithms /
Anthony Brabazon, Michael O'Neill, Seán McGarraghy.
| Contributors: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published / Created: |
Berlin :
Springer-Verlag,
2015.
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| Series: | Natural computing series
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| Subjects: | |
| Notes: | Physical description: 554 pages : diagrams, charts, tables ; 25 cm. |
| ISBN: | 9783662436301 3662436302 9783662436318 (eBook) 3662436310 (eBook) |
Table of Contents:
Introduction
Introduction to Evolutionary Computing
Genetic Algorithms
Extending the Genetic Algorithm
Evolution Strategies and Evolutionary Programming
Differential Evolution
Genetic Programming
Particle Swarm Algorithms
Ant Algorithms
Honeybee Algorithms
Other Social Algorithms
Bacterial Foraging Algorithms
Neural Networks for Supervised Learning
Neural Networks for Unsupervised Learning
Neuroevolution
Artificial Immune Systems
An Introduction to Developmental and Grammatical Computing
Grammar-Based and Developmental Genetic Programming
Grammatical Evolution
TAG3P and Developmental TAG3P
Genetic Regulatory Networks
An Introduction to Physics-Inspired Computing
Physics-Inspired Computing Algorithms
Quantum-Inspired Evolutionary Algorithms
Plant-Inspired Algorithms
Chemistry-Inspired Algorithms
Conclusions
References
Index.
Introduction
Introduction to Evolutionary Computing
Genetic Algorithms
Extending the Genetic Algorithm
Evolution Strategies and Evolutionary Programming
Differential Evolution
Genetic Programming
Particle Swarm Algorithms
Ant Algorithms
Honeybee Algorithms
Other Social Algorithms
Bacterial Foraging Algorithms
Neural Networks for Supervised Learning
Neural Networks for Unsupervised Learning
Neuroevolution
Artificial Immune Systems
An Introduction to Developmental and Grammatical Computing
Grammar-Based and Developmental Genetic Programming
Grammatical Evolution
TAG3P and Developmental TAG3P
Genetic Regulatory Networks
An Introduction to Physics-Inspired Computing
Physics-Inspired Computing Algorithms
Quantum-Inspired Evolutionary Algorithms
Plant-Inspired Algorithms
Chemistry-Inspired Algorithms
Conclusions
References
Index.