Title :
Optimal Scheduling of Resources Based on Fuzzy Set and Genetic Algorithm
Author :
Yu, Tianbiao ; Zhao, Kai ; Xu, Feng ; Du, Jianwei ; Wang, Wanshan
Author_Institution :
Sch. of Mech. Eng. & Autom., Northeastern Univ., Shenyang
Abstract :
In order to promote the cooperation between enterprises in networked manufacturing alliance enterprise, and make development and manufacture resource optimally collocate and share among alliance enterprises, and raise the rate of alliance enterprise´s development and the utilization of manufacture resource, and reduce the waste for repetitive investment, fuzzy assignment as well as genetic algorithm are adopted in the research of optimal scheduling of resources. Optimal scheduling of product development resources have been described, and mathematical model of optimal scheduling of product development resources have been established. The solving method combining of fuzzy assignment and genetic algorithm has offered according to different objective function. Simulation analysis is used on model and solution algorithm verifying the correctness of theoretical research.
Keywords :
commerce; fuzzy set theory; genetic algorithms; investment; fuzzy assignment; fuzzy set; genetic algorithm; networked manufacturing alliance enterprise; optimal resource scheduling; repetitive investment; Fuzzy sets; Genetic algorithms; Job shop scheduling; Manufacturing automation; Mathematical model; Mathematics; Optimal scheduling; Product development; Resource management; Single machine scheduling;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.2775