E-Book, Englisch, 233 Seiten
Hu / Kreinovich / Baker Kearfott Knowledge Processing with Interval and Soft Computing
1. Auflage 2009
ISBN: 978-1-84800-326-2
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, 233 Seiten
Reihe: Advanced Information and Knowledge Processing
ISBN: 978-1-84800-326-2
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
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.
Autoren/Hrsg.
Weitere Infos & Material
1;Preface;5
2;Contents;8
3;List of Contributors;10
4;1 Fundamentals of Interval Computing;12
5;2 Soft Computing Essentials;24
6;3 Relations Between Interval Computing and Soft Computing;86
7;4 Interval Matrices in Knowledge Discovery;109
8;5 Interval Function Approximation and Applications;128
9;6 Interval Rule Matrices for Decision Making;144
10;7 Interval Matrix Games;156
11;8 Interval-Weighted Graphs and Flow Networks;175
12;9 Arithmetic on Bounded Families of Distributions: A DEnv Algorithm Tutorial ;191
13;10 IntBox: An Object-Oriented Interval Computing Software Toolbox in C++;219
14;Index;237
