Design of Flexible Scheduling System Based on an Improved Genetic Algorithm

Author

Wang Rui ; Sun Bin

Author_Institution

Dept. of Inf. & Electron. Eng., Zhejiang Univ., Hangzhou, China

Volume

2

fYear

2009

fDate

12-14 Dec. 2009

Firstpage

312

Lastpage

315

Abstract

A flexible scheduling system is designed to be applied in the production scheduling of rubber factory. The system is to reduce the cost of production. The traditional method can´t solve the actual problems, so this system gives a new rescheduling solution and establishes a specific mathematical model. An improved genetic algorithm is used to solve the model. Steady-state reproduction and linear transformation of fitness improve the operation efficiency of genetic algorithm. The design of flexible scheduling makes the system adaptive and valuable in the actual production scheduling.

Keywords

genetic algorithms; rubber industry; scheduling; flexible scheduling system; improved genetic algorithm; linear fitness transformation; production scheduling; rubber factory; steady-state fitness reproduction; Algorithm design and analysis; Computational intelligence; Costs; Delay; Dynamic scheduling; Genetic algorithms; Job shop scheduling; Mathematical model; Processor scheduling; Production systems;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence and Design, 2009. ISCID '09. Second International Symposium on

Conference_Location

Changsha

Print_ISBN

978-0-7695-3865-5

Type

conf

DOI

10.1109/ISCID.2009.224

Filename

5368717