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Titlebook: Genetic Programming Theory and Practice XII; Rick Riolo,William P. Worzel,Mark Kotanchek Book 2015 Springer International Publishing Switz

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發(fā)表于 2025-3-21 16:42:49 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Genetic Programming Theory and Practice XII
編輯Rick Riolo,William P. Worzel,Mark Kotanchek
視頻videohttp://file.papertrans.cn/383/382607/382607.mp4
概述Provides papers describing cutting-edge work on genetic programming theory, applications of GP and theory.Offers large-scale, real-world applications of GP to a variety of problem domains, from financ
叢書名稱Genetic and Evolutionary Computation
圖書封面Titlebook: Genetic Programming Theory and Practice XII; Rick Riolo,William P. Worzel,Mark Kotanchek Book 2015 Springer International Publishing Switz
描述These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.
出版日期Book 2015
關(guān)鍵詞Artificial evolution; Evolution of models; Feature selection; Genetic programming; Genetic programming a
版次1
doihttps://doi.org/10.1007/978-3-319-16030-6
isbn_softcover978-3-319-38376-7
isbn_ebook978-3-319-16030-6Series ISSN 1932-0167 Series E-ISSN 1932-0175
issn_series 1932-0167
copyrightSpringer International Publishing Switzerland 2015
The information of publication is updating

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Gunter Schlageter,Wolffried Stuckytranscription factor binding and histone modifications, to identify novel regulatory DNA elements in the genomes, and to predict gene functions. We also discuss the advantages and limitations of genetic programming in analyzing and processing biological data.
板凳
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https://doi.org/10.1007/978-3-658-38585-9stems. This paper describes the implementation of this system, gives some examples of successful applications constructed using the SKGP and describes future directions that may offer a more powerful GP system capable of producing more complex programs.
地板
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P.-F. Kuhrt,R. Giesecke,V. Maurerc approaches that consistently show up in the HUMIE winners. We believe that this analysis may lead to interesting insights regarding prospects and strategies for producing further human competitive results.
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SKGP: The Way of the Combinator,stems. This paper describes the implementation of this system, gives some examples of successful applications constructed using the SKGP and describes future directions that may offer a more powerful GP system capable of producing more complex programs.
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,Analyzing a Decade of Human-Competitive (“HUMIE”) Winners: What Can We Learn?,c approaches that consistently show up in the HUMIE winners. We believe that this analysis may lead to interesting insights regarding prospects and strategies for producing further human competitive results.
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發(fā)表于 2025-3-22 23:06:53 | 只看該作者
Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System,ons and a Pitts-style representation. We study the impact of age-layering and show how the system scales with distribution and tends towards smaller solutions. We also consider the effect of pool size and the choice of fitness function on convergence and total computation.
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