03560nam 22006615 450 991014415770332120200703182155.03-540-30118-610.1007/b99869(CKB)1000000000212513(DE-He213)978-3-540-30118-9(SSID)ssj0000124255(PQKBManifestationID)11129070(PQKBTitleCode)TC0000124255(PQKBWorkID)10011155(PQKB)10554605(MiAaPQ)EBC3088222(PPN)15522669X(EXLCZ)99100000000021251320121227d2004 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierCoevolutionary Fuzzy Modeling /edited by Carlos Andrés Peña-Reyes1st ed. 2004.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2004.1 online resource (XIV, 134 p.) Lecture Notes in Computer Science,0302-9743 ;3204Bibliographic Level Mode of Issuance: Monograph3-540-22994-9 Includes bibliographical references.1 Introduction -- 2 Evolutionary Fuzzy Modeling -- 3 Coevolutionary Fuzzy Modeling -- 4 Breast Cancer Diagnosis by Fuzzy CoCo -- 5 Analyzing Fuzzy CoCo -- 6 Extensions of the Methodology -- 7 Conclusions and Future Work.Building on fuzzy logic and evolutionary computing, this book introduces fuzzy cooperative coevolution as a novel approach to systems design, conductive to explaining human decision process. Fuzzy cooperative coevolution is a methodology for constructing systems able to accurately predict the outcome of a decision-making process, while providing an understandable explanation of the underlying reasoning. The central contribution of this work is the use of an advanced evolutionary technique, cooperative coevolution, for dealing with the simultaneous design of connective and operational parameters. Cooperative coevolution overcomes several limitations exhibited by other standard evolutionary approaches. The applicability of fuzzy cooperative coevolution is validated by modeling the decision processes of three real-world problems, an iris data benchmark problem and two problems from breast cancer diagnosis.Lecture Notes in Computer Science,0302-9743 ;3204ComputersLogic, Symbolic and mathematicalArtificial intelligenceComputation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Mathematical Logic and Formal Languageshttps://scigraph.springernature.com/ontologies/product-market-codes/I16048Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computers.Logic, Symbolic and mathematical.Artificial intelligence.Computation by Abstract Devices.Mathematical Logic and Formal Languages.Artificial Intelligence.511.3223Peña Reyes Carlos Andrés600491Peña-Reyes Carlos Andrésedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910144157703321Coevolutionary fuzzy modeling1023381UNINA