Genetic Programming Theory and Practice XII (Genetic and Evolutionary Computation)
暫譯: 基因程式設計理論與實務 XII (基因與演化計算)
- 出版商: Springer
- 出版日期: 2015-06-25
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 182
- 裝訂: Hardcover
- ISBN: 331916029X
- ISBN-13: 9783319160290
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商品描述
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.
商品描述(中文翻譯)
這些貢獻由國際頂尖的遺傳編程(Genetic Programming, GP)研究者和實踐者撰寫,探討了理論與實證結果在現實世界問題上的協同作用,提供了對遺傳編程最新技術的全面視角。本卷的主題包括:基因表達調控、青光眼的新型遺傳模型、可遺傳的表觀遺傳學、遺傳編程中的組合器、序列符號回歸、系統動力學、滑動窗口符號回歸、大特徵問題、錯誤空間中的對齊、HUMIE 獲獎者、布林多路復用器函數,以及高度分散的遺傳編程系統。應用領域包括化學過程控制、電路設計、金融數據挖掘和生物資訊學。讀者將通過對最新和最重要結果的深入介紹,發現遺傳編程在各種問題領域的大規模現實應用。