An Effective PSO-Based Memetic Algorithm for Flow Shop Scheduling
โ Scribed by Bo Liu; Ling Wang; Yi-Hui Jin
- Book ID
- 117938609
- Publisher
- IEEE
- Year
- 2007
- Tongue
- English
- Weight
- 377 KB
- Volume
- 37
- Category
- Article
- ISSN
- 1083-4419
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A clonal selection based memetic algorithm is proposed for solving job shop scheduling problems in this paper. In the proposed algorithm, the clonal selection and the local search mechanism are designed to enhance exploration and exploitation. In the clonal selection mechanism, clonal selection, hyp
## a b s t r a c t The job shop scheduling problem (JSP) is well known as one of the most complicated combinatorial optimization problems, and it is a NP-hard problem. Memetic algorithm (MA) which combines the global search and local search is a hybrid evolutionary algorithm. In this paper, an eff