A genetic algorithm for determining nonadditive set functions in information fusion

DOI10.1016/S0165-0114(98)00220-6zbMath0935.28014MaRDI QIDQ1302206

Zhenyuan Wang, Jia Wang, Kwong-Sak Leung

Publication date: 4 May 2000

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

zbMATH Keywords

optimizationChoquet integralgenetic algorithminformation fusionnonlinear integralnonadditive set functioninformation sources

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for information systems (hypertext navigation, interfaces, decision support, etc.) (68U35) Fuzzy measure theory (28E10)

Related Items (12)

Lower integrals and upper integrals with respect to nonadditive set functions ⋮ Set characterization-selection towards classification based on interaction index ⋮ A nonlinear integral defined on partition and its application to decision trees ⋮ A new kind of triangular integrals based on \(\mathfrak T\)-norms and \(\mathfrak T\)-conorms ⋮ A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid ⋮ A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid ⋮ Discover dependency pattern among attributes by using a new type of nonlinear multiregression ⋮ A novel fuzzy classifier with Choquet integral-based grey relational analysis for pattern classification problems ⋮ Indeterminate integrals with respect to nonadditive measures ⋮ Sequences of (S) fuzzy integrable functions ⋮ Machine intelligence quotient: Its measurements and applications ⋮ Applying fuzzy measures and nonlinear integrals in data mining

Cites Work

• An interpretation of fuzzy measures and the Choquet integral as an integral with respect to a fuzzy measure
• Training the fuzzy integral
• Non-additive measure and integral
• Monotone set functions defined by Choquet integral
• Modal logic interpretation of Dempster-Shafer theory: An infinite case
• Fuzzy measures defined by fuzzy integral and their absolute continuity
• Non-monotonic fuzzy measures and the Choquet integral
• PFB-Integrals and PFA-Integrals with Respect to Monotone Set Functions
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