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Résumé
The Simple Genetic Algorithm (SGA) is a classical form of genetic search. Viewing the SGA as a mathematical object, Michael D. Vose provides an introduction to what is known (i.e., proven) about the theory of the SGA. He also makes available algorithms for the computation of mathematical objects related to the SGA. Although he describes the SGA in terms of heuristic search, the book s not about search or optimization per se. Rather, the focus is on the SGA as an evolutionary system. The author intends the book also to serve as an outline for exploring topics in mathematics and computer science in a goal-oriented way.
Sommaire
- Notation
- Random Heuristic Search
- The Simple Genetic Algorithm
- Implementation
- The Walsh Transform
- Computing with the Heuristic
- Basic Examples
- The Inverse Heuristic
- Focused Heuristics
- Linear Fitness
- Perturbation Arguments
- Transient Behavior
- Asymptotic Behavior
- Hyperbolicity
- Geometric Invariance
- Quotients
- Models
- Schemata
Fiche technique
- Date de parution : 01/10/1999
- Editeur : MIT Press (The)
- ISBN : 0-262-22058-X
- EAN : 9780262220583
- Présentation : Relié
- Nb. de pages : 251 pages
- Poids : 0.64 Kg
- Dimensions : 18,2 cm × 23,4 cm × 2,0 cm
À propos de l'auteur
Biographie de Michael-D Vose
Michael D. Vose is Associate Professor in the Department of Computer Science at the University of Tennessee at Knoxville.The Simple Genetic Algorithm. Foundations And Theory est également présent dans les rayons
The Simple Genetic Algorithm. Foundations And Theory
35,40 €