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Knowledge Processing with Interval and Soft Computing 2008 ed. [Hardback]

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  • Formāts: Hardback, 233 pages, height x width: 235x155 mm, weight: 541 g, 61 Illustrations, black and white; XII, 233 p. 61 illus., 1 Hardback
  • Sērija : Advanced Information and Knowledge Processing
  • Izdošanas datums: 30-Sep-2008
  • Izdevniecība: Springer London Ltd
  • ISBN-10: 1848003250
  • ISBN-13: 9781848003255
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  • Cena: 91,53 €*
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  • Formāts: Hardback, 233 pages, height x width: 235x155 mm, weight: 541 g, 61 Illustrations, black and white; XII, 233 p. 61 illus., 1 Hardback
  • Sērija : Advanced Information and Knowledge Processing
  • Izdošanas datums: 30-Sep-2008
  • Izdevniecība: Springer London Ltd
  • ISBN-10: 1848003250
  • ISBN-13: 9781848003255
Citas grāmatas par šo tēmu:
Interval computing combined with fuzzy logic has become an emerging tool in studying artificial intelligence and knowledge processing (AIKP) applications since it models uncertainties frequently raised in the field. This book provides introductions for both interval and fuzzy computing in a very accessible style.









Application algorithms covered in this book include quantitative and qualitative data mining with interval valued datasets, decision making systems with interval valued parameters, interval valued Nash games and interval weighted graphs. Successful applications in studying finance and economics, etc are also included.









This book can serve as a handbook or a text for readers interested in applying interval and soft computing for AIKP.
Preface V
List of Contributors XI
1 Fundamentals of Interval Computing
Ralph Baker Kearfott, Chenyi Hu
1
2 Soft Computing Essentials
Andre de Korvin, Hong Lin, and Plamen Simeonov
13
3 Relations Between Interval Computing and Soft Computing
Vladik Kreinovich
75
4 Interval Matrices in Knowledge Discovery
Chenyi Hu, R. Baker Kearfott
99
5 Interval Function Approximation and Applications
Chenyi Hu, Ling T. He, Shanying Xu
119
6 Interval Rule Matrices for Decision Making
Chenyi Hu
135
7 Interval Matrix Games
W. Dwayne Collins, Chenyi Hu
147
8 Interval-Weighted Graphs and Flow Networks
Chenyi Hu, Ping Hu
167
9 Arithmetic on Bounded Families of Distributions: A DEnv Algorithm Tutorial
Daniel Berleant, Gary Anderson, Chaim Goodman-Strauss
183
10 IntBox: An Object-Oriented Interval Computing Software Toolbox in C++
Michael Nooner, Chenyi Hu
211
Index 229