Genetic Algorithms—Principles and Perspectives A Guide to GA Theory /
Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory is a survey of some important theoretical contributions, many of which have been proposed and developed in the Foundations of Genetic Algorithms series of workshops. However, this theoretical work is still rather fragmented, and t...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Boston, MA :
Springer US,
2002.
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Σειρά: | Operations Research/Computer Science Interfaces Series,
20 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Basic Principles
- Schema Theory
- No Free Lunch for GAs
- GAs as Markov Processes
- The Dynamical Systems Model
- Statistical Mechanics Approximations
- Predicting GA Performance
- Landscapes
- Summary.