书目名称 | Genetic Programming and Data Structures |
副标题 | Genetic Programming |
编辑 | W. B. Langdon |
视频video | |
丛书名称 | Genetic Programming |
图书封面 |  |
描述 | Computers that `program themselves‘ has long been an aim ofcomputer scientists. Recently genetic programming (GP) has started toshow its promise by automatically evolving programs. Indeed in a smallnumber of problems GP has evolved programs whose performance issimilar to or even slightly better than that of programs written bypeople. The main thrust of GP has been to automatically createfunctions. While these can be of great use they contain no memory andrelatively little work has addressed automatic creation of programcode including stored data. This issue is the main focus of .GeneticProgramming, and Data. .Structures: Genetic Programming + DataStructures = Automatic. .Programming!.. .This book is motivated by the observation from software engineeringthat data abstraction (e.g., via abstract data types) is essential inprograms created by human programmers. This book shows that abstractdata types can be similarly beneficial to the automatic production ofprograms using GP. ..Genetic Programming and Data Structures: Genetic Programming +Data. .Structures = Automatic Programming!. shows how abstractdata types (stacks, queues and lists) can be evolved using geneticprogramming, demonst |
出版日期 | Book 1998 |
关键词 | Scheduling; algorithms; artificial intelligence; automatic programming; code; data structure; data structu |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4615-5731-9 |
isbn_softcover | 978-1-4613-7625-5 |
isbn_ebook | 978-1-4615-5731-9Series ISSN 1566-7863 |
issn_series | 1566-7863 |
copyright | Springer Science+Business Media New York 1998 |