Soft Computing for Problem Solving: SocProS 2017, Volume 1 (Advances in Intelligent Systems and Computing)
暫譯: 問題解決的軟計算:SocProS 2017,第1卷(智能系統與計算進展)

  • 出版商: Springer
  • 出版日期: 2019-01-12
  • 售價: $8,740
  • 貴賓價: 9.5$8,303
  • 語言: 英文
  • 頁數: 975
  • 裝訂: Paperback
  • ISBN: 9811315914
  • ISBN-13: 9789811315916
  • 海外代購書籍(需單獨結帳)

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商品描述

This two-volume book presents outcomes of the 7th International Conference on Soft Computing for Problem Solving, SocProS 2017. This conference is a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), the Indian Institute of Technology Roorkee, the South Asian University New Delhi and the National Institute of Technology Silchar, and brings together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions The book presents the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers in the areas including, but not limited to, algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It is a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

商品描述(中文翻譯)

本書分為兩卷,呈現第七屆國際軟計算問題解決會議(SocProS 2017)的成果。此次會議是由軟計算研究學會、英國利物浦霍普大學、印度羅爾基理工學院、新德里南亞大學及西爾查國立技術學院共同舉辦的技術合作,旨在聚集研究人員、工程師及實務工作者,討論引人深思的發展與挑戰,以選擇未來潛在的研究方向。本書展示了軟計算跨學科領域的最新進展與創新,包括原創研究論文,涵蓋但不限於以下領域:演算法(人工免疫系統、人工神經網路、遺傳演算法、遺傳程式設計及粒子群最佳化)及應用(控制系統、資料探勘與聚類、金融、氣象預測、博弈論、商業及預測應用)。對於面對複雜且錯綜的現實問題的年輕及資深研究人員而言,本書是一本寶貴的資源,因為這些問題透過傳統方法尋找解決方案是相當困難的。