Solving Quadratic Assignment Problem Based on Differential Evolution
Wang Zhi-gang
Abstract
Wang Zhi-gang
Abstract
Quadratic assignment problem is a typical NP problem.The model of quadratic assignment problem was formulated.A new strategy based on differential evolution was designed to solve the quadratic assignment problem and the detailed solution for solving quadratic assignment problem based on differential evolution was illuminated.The results from the experiments on different quadratic assignment problem instances show that this algorithm is able to find good solutions quickly.
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Quadratic assignment problem is a typical NP problem.The model of quadratic assignment problem was formulated.A new strategy based on differential evolution was designed to solve the quadratic assignment problem and the detailed solution for solving quadratic assignment problem based on differential evolution was illuminated.The results from the experiments on different quadratic assignment problem instances show that this algorithm is able to find good solutions quickly.
Key concepts: Quadratic assignment problem, Generalized assignment problem, Linear bottleneck assignment problem, Quadratic equation, Weapon target assignment problem, Mathematical optimization, Quadratic programming, Differential evolution