书目名称 | Handbook of Grammatical Evolution | 编辑 | Conor Ryan,Michael O‘Neill,JJ Collins | 视频video | | 概述 | Examines the state of the art in Grammatical Evolution.Demonstrates a variety of significant applications for Grammatical Evoluation.Provides literature review and reflection spanning two decades of r | 图书封面 |  | 描述 | .This handbook offers a comprehensive treatise on Grammatical Evolution (GE), a grammar-based Evolutionary Algorithm that employs a function to map binary strings into higher-level structures such as programs. GE‘s simplicity and modular nature make it a very flexible tool. Since its introduction almost twenty years ago, researchers have applied it to a vast range of problem domains, including financial modelling, parallel programming and genetics. Similarly, much work has been conducted to exploit and understand the nature of its mapping scheme, triggering additional research on everything from different grammars to alternative mappers to initialization...The book first introduces GE to the novice, providing a thorough description of GE along with historical key advances. Two sections follow, each composed of chapters from international leading researchers in the field. The first section concentrates on analysis of GE and its operation, giving valuable insight into set up and deployment. The second section consists of seven chapters describing radically different applications of GE. ..The contributions in this volume are beneficial to both novices and experts alike, as they | 出版日期 | Book 2018 | 关键词 | Grammatical evolution; Machine learning; Automatic programming; Evolutionary computation; Artificial lif | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-78717-6 | isbn_softcover | 978-3-030-08772-2 | isbn_ebook | 978-3-319-78717-6 | copyright | Springer International Publishing AG, part of Springer Nature 2018 |
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