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A Local Search-Based Multiobjective Optimization Algorithm for Multiobjective Vehicle Routing Problem With Time Windows

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PROJECT TITLE :

A Local Search-Based Multiobjective Optimization Algorithm for Multiobjective Vehicle Routing Problem With Time Windows

ABSTRACT:

Vehicle routing downside with time windows (VRPTW) is a crucial logistics problem, which seems to be multiobjective in world. Recently, a general multiobjective VRPTW (MOVRPTW) with 5 objectives has been defined, and a set of MOVRPTW problem instances primarily based on information from real world have been proposed. These instances indicate a lot of really multiobjective nature and represent more realistic and difficult MOVRPTW cases. During this paper, a local search-based mostly multiobjective optimization algorithm is proposed for the real-world MOVRPTW instances. Considering the problem structure of MOVRPTW, we style completely different local search ways for different objectives. These easy but effective native search ways cooperate to optimize totally different objectives simultaneously. Additional drawback-specific knowledge will be extracted by using objectivewise native search parts, and so, high-quality solutions are expected to be generated. The proposed algorithm is tested on forty five realistic and difficult MOVRPTW benchmark instances from world. Experimental results show that the proposed algorithm can acquire better solutions than the previous evolutionary algorithm-based mostly multiobjective algorithm on new MOVRPTW cases. Extra results on fifty six Solomon instances show the soundness of the proposed algorithm across knowledge sets.


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A Local Search-Based Multiobjective Optimization Algorithm for Multiobjective Vehicle Routing Problem With Time Windows - 4.7 out of 5 based on 68 votes

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