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Computational intelligence methods in production management

Abstract

This chapter presents a survey of selected computational intelligence methods used in production management. This group of methods includes, among others, approaches based on the artificial neural networks, the evolutionary algorithms, the fuzzy logic systems and the particle swarm optimization mechanisms. From the abovementioned methods particularly noteworthy are the evolutionary and the particle swarm algorithms, which are successfully used in determination of (sub)optimal solutions of the optimization problems. Additionally, a multicriteria evaluation of a given schedule can be efficiently supported by applying the artificial neural network relying on expert knowledge.

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Details

Category:
Monographic publication
Type:
rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Title of issue:
Innovative and Intelligent Manufacturing Systems strony 23 - 43
Language:
English
Publication year:
2010
Bibliographic description:
Zawadzka L., Oliński K.: Computational intelligence methods in production management// Innovative and Intelligent Manufacturing Systems/ ed. ed. Marek Fertsch Poznań: Publishing House of Poznań University of Technology, 2010, s.23-43
Verified by:
Gdańsk University of Technology

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