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Author:

Fei, Lei (Fei, Lei.) | Tieliu, Wang (Tieliu, Wang.) | Lili, Song (Lili, Song.)

Indexed by:

EI Scopus

Abstract:

To find an optimal multi-machine scheduling for objective tasks with deadline constraints, an optimal model was proposed, and GASA hybrid optimal strategy was applied to solve this problem. Each individual has two gene clusters, one record the order of the tasks to be executed, the other stands for the number of the tasks allocated to each machine. Individuals created by greedy algorithm were introduced to improve adaptability of initial population, and simulated annealing algorithm was introduced to avoid prematurity. Several simulation experiments show that the proposed scheduling algorithm is valid and feasible. © 2006 IEEE.

Keyword:

Algorithms Mathematical models Genetic algorithms Constraint theory Computer simulation Scheduling

Author Community:

  • [ 1 ] [Fei, Lei]Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Tieliu, Wang]Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Lili, Song]Beijing University of Technology, Beijing 100022, China

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Source :

Year: 2006

Volume: 1

Page: 3571-3574

Language: Chinese

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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