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2010•Logistics TechnologyRequires access

Study on Vehicle Routing Problem Based on Parallel Simulated Annealing Algorithm

Xie Hong-yan

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Abstract

The paper improves on the traditional simulated annealing algorithm and proposes a parallel simulated annealing algorithm based on memory to the solution of the VRP model and uses simulated data to the verification of the model and algorithm, with results showing that the improved algorithm,besides being capable of yielding satisfactory results,is also superior in computational efficiency,convergence rate,robustness,and capacity of optimization.

About this research paper

What this paper is about

The paper improves on the traditional simulated annealing algorithm and proposes a parallel simulated annealing algorithm based on memory to the solution of the VRP model and uses simulated data to the verification of the model and algorithm, with results showing that the improved algorithm,besides being capable of yielding satisfactory results,is also superior in computational efficiency,convergence rate,robustness,and capacity of optimization.

Why it matters

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Key contribution

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Method / approach

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Main findings

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Available abstract

The paper improves on the traditional simulated annealing algorithm and proposes a parallel simulated annealing algorithm based on memory to the solution of the VRP model and uses simulated data to the verification of the model and algorithm, with results showing that the improved algorithm,besides being capable of yielding satisfactory results,is also superior in computational efficiency,convergence rate,robustness,and capacity of optimization.

Key concepts: Simulated annealing, Vehicle routing problem, Computer science, Adaptive simulated annealing, Robustness (evolution), Mathematical optimization, Algorithm, Rate of convergence

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