Title :
A Novel Task Resource Distribution Algorithm Based on MDLS and GA
Author :
Wang, Jiang-Feng ; Bao, Wei-dong ; Zhang, Mao-jun
Author_Institution :
Nat. Univ. of Defense Technol., Changsha
Abstract :
In this paper, we proposed a novel task resource distribution algorithm based on multidimensional dynamic list scheduling and genetic algorithm. The mathematical formulation and implementation of the inner and outer module of this algorithm are proposed. The numerical example shows the better performance of our designed algorithm.
Keywords :
distributed algorithms; dynamic scheduling; genetic algorithms; resource allocation; GA; MDLS; genetic algorithm; mathematical formulation; multidimensional dynamic list scheduling; task resource distribution algorithm; Cybernetics; Decision making; Delta modulation; Dynamic scheduling; Genetic algorithms; Group technology; Machine learning; Multidimensional systems; Resource management; Scheduling algorithm; Distribution algorithm; Genetic algorithm; Group technology; MDLS algorithm;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370268
