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Engineering - Computational Intelligence and Complexity | Non-Additive Measures - Theory and Applications

Non-Additive Measures

Theory and Applications

Torra, Vicenc, Narukawa, Yasuo, Sugeno, Michio (Eds.)

2014, X, 201 p. 20 illus.

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  • State-of-art research on non-additive measures and integrals
  • Based on a panel session on fuzzy measures, fuzzy integrals and aggregation operators held during the MDAI 2012, Girona, Spain, November 21-23
  • Edited and written by key experts in the field

This book provides a comprehensive and timely report in the area of non-additive measures and integrals. It is based on a panel session on fuzzy measures, fuzzy integrals and aggregation operators held during the 9th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2012) in Girona, Spain, November 21-23, 2012. The book complements the MDAI 2012 proceedings book, published in Lecture Notes in Computer Science (LNCS) in 2012. The individual chapters, written by key researchers in the field, cover fundamental concepts and important definitions (e.g. the Sugeno integral, definition of entropy for non-additive measures) as well some important applications (e.g. to economics and game theory) of non-additive measures and integrals. The book addresses students, researchers and practitioners working at the forefront of their field.

 

Content Level » Research

Keywords » Additive measures - Aggregation operators - Cooperative game theory - Decision theory under risk - Decision theory under uncertainty - Entropy of capacity - Fuzzy integrals - Fuzzy measures - MDAI 2012 - Sugeno integral

Related subjects » Analysis - Artificial Intelligence - Computational Intelligence and Complexity

Table of contents 

Use and applications of non-additive measures and integrals.- Integral with respect to a non additive measure: An overview.- Integral sums and integrals.- Entropy of capacity.- Integral with respect to Non-additive Measure in Economics.- Integral with respect to a non additive measure: An overview.- Integral sums and integrals.- Entropy of capacity.- Integral with respect to Non-additive Measure in Economics.- Cooperative game as non-additive measure.- Belief functions on MV-algebras of fuzzy sets: an overview. Belief functions on MV-algebras of fuzzy sets: an overview.

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