Title of article :
Shortest path based simulated annealing algorithm for dynamic facility layout problem under dynamic business environment
Author/Authors :
Dong، نويسنده , , Ming and Wu، نويسنده , , Chang and Hou، نويسنده , , Forest، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Pages :
12
From page :
11221
To page :
11232
Abstract :
This paper studies a new kind of dynamic multi-stage facility layout problem under dynamic business environment, in which new machines may be added into, or old machines may be removed from the plant. We define this problem first on the basis of unequal area machines and continual presentation of layouts. Compared with nodes and arcs of the flow chart, we convert this problem into a shortest path problem by studying its cost function and machine adding/removing heuristic rules, and the corresponding mathematical model for this problem is established. An auction algorithm is proposed here to solve the shortest path problem. Finally, a shortest path based simulated annealing algorithm is presented to solve the optimization problem. Parameters of the SP based SA algorithm are discussed to improve the performance of the algorithm. Some cases are used to verify the proposed algorithm.
Keywords :
Dynamic layout , Adding/removing machines , Shortest path algorithm , Simulated annealing algorithm
Journal title :
Expert Systems with Applications
Serial Year :
2009
Journal title :
Expert Systems with Applications
Record number :
2346897
Link To Document :
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