Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems

DOI10.1007/978-3-319-40596-4_8zbMath1452.68229OpenAlexW2487466275MaRDI QIDQ5115731

James M. Keller, Christian Wagner, Leary Tomlin, Derek T. Anderson, Timothy C. Havens

Publication date: 18 August 2020

Published in: Information Processing and Management of Uncertainty in Knowledge-Based Systems (Search for Journal in Brave)

Full work available at URL: http://eprints.nottingham.ac.uk/44678/1/IPMU_2016%20Wagner.pdf

zbMATH Keywords

Choquet integralfuzzy integralfuzzy measurefuzzy inference systemgFINDFI

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37) Fuzzy measure theory (28E10)

Uses Software

• kappalab

Cites Work

• Construction of aggregation functions from data using linear programming
• An introductory survey of fuzzy control
• Fundamentals of uncertainty calculi with applications to fuzzy inference
• Fuzzy measures and integrals. Theory and applications
• A review of methods for capacity identification in Choquet integral based multi-attribute utility theory: applications of the Kappalab R package
• An experiment in linguistic synthesis with a fuzzy logic controller
• Outline of a New Approach to the Analysis of Complex Systems and Decision Processes
• Fuzzy sets

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