Evolution and Biocomputation: Computational Models of Evolution

ISBN-13: 9783540590460 / Angielski / Miękka / 1995 / 284 str.

Wolfgang Banzhaf;Frank H. Eckman

Opis

This volume comprises papers originating from an interdisciplinary workshop on biocomputation entitled Evolution as a Computational Process, held in Monterey, California in July 1992. The book is devoted to viewing biological evolution as a giant computational process being carried out over a vast spatial and temporal scale. Computer scientists, mathematicians and physicists may learn about optimization from looking at natural evolution, and biologists may learn about evolution from studying artificial life, game theory and mathematical optimization.

Spis treści

Editors' introduction.- Aspects of optimality behavior in population genetics theory.- Optimization as a technique for studying population genetics equations.- Emergence of mutualism.- Three illustrations of artificial life's working hypothesis.- Self-organizing algorithms derived from RNA interactions.- Modeling the connection between development and evolution: Preliminary report.- Soft genetic operators in Evolutionary Algorithms.- Analysis of selection, mutation and recombination in genetic algorithms.- The role of mate choice in biocomputation: Sexual selection as a process of search, optimization, and diversification.- Genome growth and the evolution of the genotype-phenotype map.