Spatially Structured Evolutionary Algorithms Artificial Evolution in Space and Time /

• Κύριος συγγραφέας: Tomassini, Marco (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Natural Computing Series,
• Θέματα: Computer science.; Computer programming.; Computers.; Algorithms.; Numerical analysis.; Artificial intelligence.; Computer Science.; Programming Techniques.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Computation by Abstract Devices.; Algorithm Analysis and Problem Complexity.; Numeric Computing.

Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured dispos...

Πίνακας περιεχομένων:

• Setting the Stage for Structured Populations
• Island Models
• Island Models: Empirical Properties
• Lattice Cellular Models
• Lattice Cellular Models: Empirical Properties
• Random and Irregular Cellular Populations
• Coevolutionary Structured Models
• Some Nonconventional Models.