Abstract
From the Publisher: This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.
Keywords
Related Publications
Genetic Algorithms in Search, Optimization and Machine Learning
David Goldberg's Genetic Algorithms in Search, Optimization and Machine Learning is by far the bestselling introduction to genetic algorithms. Goldberg is one of the preeminent ...
Machine learning for combinatorial optimization: A methodological tour d'horizon
This paper surveys the recent attempts, both from the machine learning and operations research communities, at leveraging machine learning to solve combinatorial optimization pr...
Some experiments in machine learning using vector evaluated genetic algorithms (artificial intelligence, optimization, adaptation, pattern recognition)
This dissertation describes experiments conducted to explore the efficacy of using vector-valued feedback with a class of adaptive procedures called genetic algorithms. The soft...
Searching for Diverse, Cooperative Populations with Genetic Algorithms
In typical applications, genetic algorithms (GAs) process populations of potential problem solutions to evolve a single population member that specifies an ‘optimized’ solution....
On the ability of neural networks to perform generalization by induction
The ability of neural networks to perform generalization by induction is the ability to learn an algorithm without the benefit of complete information about it. We consider the ...
Publication Info
- Year
- 1989
- Type
- article
- Volume
- 27
- Issue
- 02
- Pages
- 27-0936
- Citations
- 49274
- Access
- Closed
External Links
Social Impact
Social media, news, blog, policy document mentions
Citation Metrics
Cite This
Identifiers
- DOI
- 10.5860/choice.27-0936