An Improved Shuffled Frog Leaping Algorithm
نویسندگان
چکیده
منابع مشابه
An Improved Shuffled Frog Leaping Algorithm ⋆
In order to overcome the defects of Shuffled Frog Leaping Algorithm (SFLA) such as nonuniform initial population, slow searching speed in the late evolution and easily trapping into local extremum, a new Shuffled Frog Leaping Algorithm based on mutation operator and population diversity is proposed in this paper. The algorithm has overcome the disadvantage mentioned above. The algorithm efficie...
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Shuffled frog-leaping algorithm (SFLA) has long been considered as new evolutionary algorithm of group evolution, and has a high computing performance and excellent ability for global search. Knapsack problem is a typical NP-complete problem. For the discrete search space, this paper presents the improved SFLA (ISFLA), and solves the knapsack problem by using the algorithm. Experimental results...
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ژورنال
عنوان ژورنال: Journal of Information and Computational Science
سال: 2013
ISSN: 1548-7741
DOI: 10.12733/jics20101552