书目名称 | Evolution as Computation |
副标题 | DIMACS Workshop, Pri |
编辑 | Laura F. Landweber,Erik Winfree |
视频video | |
概述 | A unique interdisciplinary link between a wide range of subjects in computer science and biology.Ideally suited for graduate students entering this new field.Includes supplementary material: |
丛书名称 | Natural Computing Series |
图书封面 |  |
描述 | The study of the genetic basis for evolution has flourished in this century, as well as our understanding of the evolvability and programmability of biological systems. Genetic algorithms meanwhile grew out of the realization that a computer program could use the biologically-inspired processes of mutation, recombination, and selection to solve hard optimization problems. Genetic and evolutionary programming provide further approaches to a wide variety of computational problems. A synthesis of these experiences reveals fundamental insights into both the computational nature of biological evolution and processes of importance to computer science. Topics include biological models of nucleic acid information processing and genome evolution; molecules, cells, and metabolic circuits that compute logical relationships; the origin and evolution of the genetic code; and the interface with genetic algorithms and genetic and evolutionary programming. |
出版日期 | Conference proceedings 2002 |
关键词 | algorithms; evolution; genetic algorithm; genetic algorithms; genome; mutation; optimization; the origin; al |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-55606-7 |
isbn_softcover | 978-3-642-63081-1 |
isbn_ebook | 978-3-642-55606-7Series ISSN 1619-7127 Series E-ISSN 2627-6461 |
issn_series | 1619-7127 |
copyright | Springer-Verlag Berlin Heidelberg 2002 |