Modified shuffled frog leaping algorithm for simulation capability scheduling problem

Y Xiao, LB Hu, X Chai - International Journal of Service and …, 2014 - inderscienceonline.com
Y Xiao, LB Hu, X Chai
International Journal of Service and Computing Oriented …, 2014inderscienceonline.com
Based on the analysis of characteristics of simulation capability scheduling problem in cloud
simulation platform, this paper gives its mathematical description and introduces a modified
shuffled frog leaping (MSFL) algorithm to solve the above optimisation problem with multi-
mode constraint. The MFSL introduces GA to code the feasible solution space. During the
random execution of coding, decoding and mutation, it increases three layers of coding
constraints including simulation capability, task logic and feasible mode, to ensure the …
Based on the analysis of characteristics of simulation capability scheduling problem in cloud simulation platform, this paper gives its mathematical description and introduces a modified shuffled frog leaping (MSFL) algorithm to solve the above optimisation problem with multi-mode constraint. The MFSL introduces GA to code the feasible solution space. During the random execution of coding, decoding and mutation, it increases three layers of coding constraints including simulation capability, task logic and feasible mode, to ensure the randomness of the solving process in the controllable scope. Thus, it can reduce the search range of solution space, get rid of the meaningless illegal solution, and ultimately improve the convergence speed of the algorithm and avoid precocity.
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