Soft computing and hybrid AI approaches to intelligent manufacturing

László Monostori, József Hornyák, Csaba Egresits, Zsolt János Viharos

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

The application of pattern recognition (PR) techniques, artificial neural networks (ANNs), and nowadays hybrid artificial intelligence (A1) techniques in manufacturing can be regarded as consecutive elements of a process started two decades ago. The fundamental aim of the paper is to outline the importance of soft computing and hybrid AI techniques in manufacturing by introducing a genetic algorithm (GA) based dynamic job shop scheduler and the integrated use of neural, fuzzy and GA techniques for modeling, control and monitoring purposes.

Original languageEnglish
Title of host publicationTasks and Methods in Applied Artificial Intelligence - 11 th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA-1998-AIE, Proceedings
EditorsMoonis Ali, Angel Pasqual del Pobil, Jose Mira
PublisherSpringer Verlag
Number of pages1
ISBN (Print)3540645748, 9783540645740
DOIs
Publication statusPublished - Jan 1 1998
Event11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA-1998-AIE - Benicassim, Spain
Duration: Jun 1 1998Jun 4 1998

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1416
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA-1998-AIE
CountrySpain
CityBenicassim
Period6/1/986/4/98

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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    Monostori, L., Hornyák, J., Egresits, C., & Viharos, Z. J. (1998). Soft computing and hybrid AI approaches to intelligent manufacturing. In M. Ali, A. P. del Pobil, & J. Mira (Eds.), Tasks and Methods in Applied Artificial Intelligence - 11 th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA-1998-AIE, Proceedings (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1416). Springer Verlag. https://doi.org/10.1007/3-540-64574-8_463