GMDH-METHODOLOGY AND IMPLEMENTATION IN C (WITH CD-ROM)
暫譯: GMDH 方法論及其在 C 語言中的實作(附 CD-ROM)

Godfrey Onwubolu

  • 出版商: World Scientific Pub
  • 出版日期: 2014-05-14
  • 售價: $4,280
  • 貴賓價: 9.5$4,066
  • 語言: 英文
  • 頁數: 283
  • 裝訂: Hardcover
  • ISBN: 1848166109
  • ISBN-13: 9781848166103
  • 相關分類: C 程式語言
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Group Method of Data Handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modeling has been developed and applied to complex systems in areas like prediction, modeling, clusterization, system identification, as well as data mining and knowledge extraction technologies, to several fields including social science, science, engineering, and medicine. This book makes error-free codes available to end-users so that these codes can be used to understand the implementation of GMDH, and then create opportunities to further develop the variants of GMDH algorithms. C-language has been chosen because it is a basic language commonly taught in the first year in computer programming courses in most universities and colleges, and the compiled versions could be used for more meaningful practical applications where security is necessary.

Readership: Researchers, professionals, and senior undergraduate students in artificial intelligence, neural networks, decision sciences, and innovation technology.

商品描述(中文翻譯)

群體數據處理方法(Group Method of Data Handling, GMDH)是一種典型的歸納建模方法,基於自我組織的原則。自從其引入以來,歸納建模已經在預測、建模、聚類、系統識別以及數據挖掘和知識提取技術等複雜系統中得到了發展和應用,涵蓋社會科學、科學、工程和醫學等多個領域。本書提供無錯誤的代碼給最終用戶,以便這些代碼可以用來理解GMDH的實現,並進一步創造機會來發展GMDH算法的變體。選擇C語言是因為它是大多數大學和學院的計算機編程課程中第一年常教的基本語言,編譯版本可以用於更有意義的實際應用,特別是在需要安全性的情況下。

讀者對象:人工智慧、神經網絡、決策科學和創新技術的研究人員、專業人士及高年級本科生。