Genetic Programming: 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings (Lecture Notes in Computer Science)
暫譯: 遺傳程式設計:第18屆歐洲會議,EuroGP 2015,丹麥哥本哈根,2015年4月8-10日,會議論文集(計算機科學講義)
- 出版商: Springer
- 出版日期: 2015-03-26
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 244
- 裝訂: Paperback
- ISBN: 3319165003
- ISBN-13: 9783319165004
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相關分類:
Computer-Science
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商品描述
This book constitutes the refereed proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015, held in Copenhagen, Spain, in April 2015 co-located with the Evo 2015 events, EvoCOP, Evo MUSART and Evo Applications. The 12 revised full papers presented together with 6 poster papers were carefully reviewed and selected form 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, initialisation procedures, ensemble methods and search objectives; and applications including text processing, cryptography, numerical modelling, software parallelisation, creation and optimisation of circuits, multi-class classification, scheduling and artificial intelligence.
商品描述(中文翻譯)
本書為第18屆歐洲遺傳程式設計會議(EuroGP 2015)的經過審核的會議論文集,該會議於2015年4月在西班牙哥本哈根舉行,並與Evo 2015活動(EvoCOP、Evo MUSART和Evo Applications)同時舉辦。共提交了36篇論文,經過仔細審核和選擇,最終選出12篇修訂的完整論文以及6篇海報論文。本卷涵蓋的主題範圍廣泛,反映了該領域的研究現狀。因此,我們看到的主題多樣,包括語義方法、遞歸程式、文法方法、共同演化、笛卡爾遺傳程式設計、特徵選擇、初始化程序、集成方法和搜尋目標;以及應用領域包括文本處理、密碼學、數值建模、軟體平行化、電路的創建與優化、多類別分類、排程和人工智慧。