Evolutionary Computation for Modeling and Optimization
Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, a field which includes genetic algorithms, evolutionary programming, evolution strategies, and genetic programming. The text is a survey of some application of evolutionary algorithms. It introduce...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
New York, NY :
Springer New York,
2006.
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- An Overview of Evolutionary Computation
- Designing Simple Evolutionary Algorithms
- Optimizing Real-Valued Functions
- Sunburn: Coevolving Strings
- Small Neural Nets : Symbots
- Evolving Finite State Automata
- Ordered Structures
- Plus-One-Recall-Store
- Fitting to Data
- Tartarus: Discrete Robotics
- Evolving Logic Functions
- ISAc List: Alternative Genetic Programming
- Graph-Based Evolutionary Algorithms
- Cellular Encoding
- Application to Bioinformatics.