Knowledge combination and decision algorithms for expert systems based on fuzzy logic

Michel De Mathelin; Christiaan Perneel

doi:10.1117/12.165034

Knowledge combination and decision algorithms for expert systems based on fuzzy logic

Michel De Mathelin, Christiaan Perneel

Mathematics

Carnegie Mellon University

Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

Abstract

In this paper, fuzzy logic is used to derive knowledge combination rules for heuristic search algorithms. These algorithms are especially designed for expert systems addressing complex problems whose solution space is too large to be fully explored. Search algorithms using heuristic knowledge can reduce the exploration of the solution space while preserving the quality of the proposed solutions.

Originalsprache	Englisch
Seiten (von - bis)	270-281
Seitenumfang	12
Fachzeitschrift	Proceedings of SPIE - The International Society for Optical Engineering
Jahrgang	2061
DOIs	https://doi.org/10.1117/12.165034
Publikationsstatus	Veröffentlicht - 22 Dez. 1993
Veranstaltung	Applications of Fuzzy Logic Technology 1993 - Boston, USA/Vereinigte Staaten Dauer: 7 Sept. 1993 → 10 Sept. 1993

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10.1117/12.165034

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abstract = "In this paper, fuzzy logic is used to derive knowledge combination rules for heuristic search algorithms. These algorithms are especially designed for expert systems addressing complex problems whose solution space is too large to be fully explored. Search algorithms using heuristic knowledge can reduce the exploration of the solution space while preserving the quality of the proposed solutions.",

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AB - In this paper, fuzzy logic is used to derive knowledge combination rules for heuristic search algorithms. These algorithms are especially designed for expert systems addressing complex problems whose solution space is too large to be fully explored. Search algorithms using heuristic knowledge can reduce the exploration of the solution space while preserving the quality of the proposed solutions.

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DO - 10.1117/12.165034

M3 - Conference article

AN - SCOPUS:85075944077

SN - 0277-786X

VL - 2061

SP - 270

EP - 281

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

T2 - Applications of Fuzzy Logic Technology 1993

Y2 - 7 September 1993 through 10 September 1993

ER -

Knowledge combination and decision algorithms for expert systems based on fuzzy logic

Abstract

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