Computer Engineering & Science >
Solving the Workshop Scheduling Problem Using the Immune Genetic Algorithm Based on Dynamic Vaccine Pools
Received date: 2007-11-20
Revised date: 2008-02-18
Online published: 2010-01-26
This paper proposes the immune genetic algorithm based on dynamic vaccine pools to solve the NPhard workshop scheduling problem. The algorithm adopts preference listbased representation that is different from the past representation based on the working procedure, and gives the corresponding crossover and mutation ways. Meanwhile,in the process of inoculation, the algorithm constantly adjusts the gene pool and judges the gene fragments for the capability of the gene pool,so as to make the better vaccine access to the vaccine pool to better guide the evolution of the population. The simulation experiments show that the algorithm is efficient.
LONG Liu-Yong , CAO Ju , ZHANG Yan . Solving the Workshop Scheduling Problem Using the Immune Genetic Algorithm Based on Dynamic Vaccine Pools[J]. Computer Engineering & Science, 2010 , 32(2) : 124 -127 . DOI: 10.3969/j.issn.1007130X.2010.
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