GERMAN

Efficient Production Planning and Scheduling: An Integrated Approach with Genetic Algorithms and Simulation

Book information

Publisher
Deutscher Universitätsverlag
Year
1996
ISBN
978-3-8244-6426-5, 978-3-663-08438-9
DOI
10.1007/978-3-663-08438-9
Language
german
Format
PDF
Filesize
4 MB (4022879 bytes)
Series
Information Engineering und IV-Controlling
Edition
1
Pages
154\164
Time added
2013-12-12 02:00:00

Description

Genetic algorithms refer to a class of optimization methods based on principles of natural selection and evolution. Although there have been a number of successful implementations in scientific and engineering applications, up until now there have been relatively few applications in the business world. Patricia Shiroma explores the possibility of combining genetic algorithms with simulation studies in order to generate efficient production schedules for parallel manufacturing processes. The author takes advantage of the synergistic effects between the two methods. The result is a flexible, highly effective production scheduling system which is tested in a case study.

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