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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Ashlock, Daniel (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New York, NY : Springer New York, 2006.
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.