An Introduction to Genetic Algorithms
โ Mitchell Melanie
๐ Library
๐
1999
๐ The MIT Press
๐ English
โฆ LIBER โฆ
๐
An introduction to genetic algorithms for numerical optimization
โ Scribed by Charbonneau P.
- Tongue
- English
- Leaves
- 74
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Synopsis
Book, 64 p, March 2002
Contents
Optimization and hill climbing
The simplex method
Iterated simplex
A set of test problems
Performance of the simplex and iterated simplex methods
Evolution optimization and genetic algorithms
Biological evolution
The power of cumulative selection
A basic genetic algorithm
Information transfer in genetic algorithms
A genetic algorithm for numerical optimization
Overview and problem de nition
Minimal algorithmic components
Additional components
A case study
Hamming walls and creep mutation
Performance on test problems
A real application
Binary stars
โฆ Subjects
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