Article ID Journal Published Year Pages File Type
473675 Computers & Operations Research 2011 10 Pages PDF
Abstract

The sequential ordering problem is a version of the asymmetric travelling salesman problem where precedence constraints on vertices are imposed. A tour is feasible if these constraints are fulfilled, and the objective is to find a feasible solution with minimum cost.A particle swarm optimization approach hybridized with a local search procedure is discussed in this paper. The method is shown to be very effective in guiding a sophisticated local search previously introduced in the literature towards high quality regions of the search space. Differently from standard particle swarm algorithms, the proposed hybrid method tends to fast convergence to local optima. A mechanism to self-adapt a parameter and to avoid stagnation is therefore introduced.Extensive experimental results, where the new method is compared with the state-of-the-art algorithms, show the effectiveness of the new approach.

Related Topics
Physical Sciences and Engineering Computer Science Computer Science (General)
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