Title :
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
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;
Conference_Titel :
Computational Intelligence and Design, 2009. ISCID '09. Second International Symposium on
Conference_Location :
Changsha
Print_ISBN :
978-0-7695-3865-5
DOI :
10.1109/ISCID.2009.224
