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Quotient Space Based Problem Solving - Ling Zhang, Bo Zhang

Quotient Space Based Problem Solving

A Theoretical Foundation of Granular Computing

, (Autoren)

Buch | Hardcover
396 Seiten
2014
Morgan Kaufmann Publishers In (Verlag)
978-0-12-410387-0 (ISBN)
CHF 137,90 inkl. MwSt
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Provides an in-depth treatment of hierarchical problem solving, computational complexity, and the principles and applications of multi-granular computing, including inference, information fusing, planning, and heuristic search. This book includes coverage of planning, heuristic search and coverage of strictly mathematical models.

Professor Ling Zhang is currently with the Department of Computer Science at Anhui University in Hefei, China. His main interests are artificial intelligence, machine learning, neural networks, genetic algorithms and computational intelligence. Professor Bo Zhang is currently with the Computer Science and Technology Department at Tsinghua University in Beijing, China, He is a Fellow of Chinese Academy of Sciences. His main research interests include artificial intelligence, robotics, intelligent control and pattern recognition. He has published over 150 papers and 3 monographs in these fields.

Chapter 1 Problem Representation

Chapter 2 Hierarchy and Multi-granular Computing

Chapter 3 Information Synthesis in Multi-granular Computing

Chapter 4 Reasoning in Multi-granular Computing

Chapter 5 Automatic Spatial Planning

Chapter 6 Statistical Heuristic Search

Chapter 7 the Expansion of Quotient Space Theory

Addenda A: Some Concepts and Properties of Point Set Topology

Addenda B: Some Concepts and Properties of Integral and Statistical Inference

Verlagsort San Francisco
Sprache englisch
Maße 191 x 235 mm
Gewicht 1070 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
ISBN-10 0-12-410387-1 / 0124103871
ISBN-13 978-0-12-410387-0 / 9780124103870
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
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