Coevolutionary Fuzzy Modeling / / edited by Carlos Andrés Peña-Reyes

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Autore:	Peña Reyes Carlos Andrés
Titolo:	Coevolutionary Fuzzy Modeling / / edited by Carlos Andrés Peña-Reyes
Pubblicazione:	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004
Edizione:	1st ed. 2004.
Descrizione fisica:	1 online resource (XIV, 134 p.)
Disciplina:	511.3223
Soggetto topico:	Computers
	Logic, Symbolic and mathematical
	Artificial intelligence
	Computation by Abstract Devices
	Mathematical Logic and Formal Languages
	Artificial Intelligence
Persona (resp. second.):	Peña-ReyesCarlos Andrés
Note generali:	Bibliographic Level Mode of Issuance: Monograph
Nota di bibliografia:	Includes bibliographical references.
Nota di contenuto:	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.
Sommario/riassunto:	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.
Titolo autorizzato:	Coevolutionary fuzzy modeling
ISBN:	3-540-30118-6
Formato:	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione:	Inglese
Record Nr.:	9910144157703321
Lo trovi qui:	Univ. Federico II
Opac:	Controlla la disponibilità qui

Serie: Lecture Notes in Computer Science, . 0302-9743 ; ; 3204

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