Natural computing algorithms

by Brabazon, Anthony

Type Book

Rate 0.0 /5

Details

Files

Reviews

Download

Title Statements

Full title :Natural computing algorithms / Anthony Brabazon, Michael O'Neill, Seán McGarraghy.

Summary

"The field of natural computing has been the focus of a substantial research effort in recent decades. One particular strand of this research concerns the development of computational algorithms using metaphorical inspiration from systems and phenomena that occur in the natural world. These naturally inspired computing algorithms have proven to be successful problem-solvers across domains as diverse as management science, bioinformatics, finance, marketing, engineering, architecture and design. This book is a comprehensive introduction to natural computing algorithms, suitable for academic and industrial researchers and for undergraduate and graduate courses on natural computing in computer science, engineering and management science."--Page 4 de la couverture

Edition Statements

Publication Date:©2015.

Publication Statements

Publisher(s):Springer
Place of Publication:Berlin
Language:eng
Publication Date:©2015.

The Physical Object

Description:1 v. (XX-554 p.) : : illustrations ; : 25 cm

Edition Identifiers

ISBN:9783662436301, 3662436302
oclc:ocn960641097
LC Classification:QA76.9N37B732015
Dewey Decimal:006.3

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.

Subjects

Algorithmes ALGORITHMS artificial intelligence Calcul naturel Computational Intelligence Computer Science Computers decision making Economics, Mathematical Electronic Data Processing Informatique Intelligence artificielle Intelligence computationnelle Intelligence informatique management science Natural computation Operations research Ordinateurs Prise de décision Programmation évolutionnaire