文件名称:Toward-Adaptive-Ant-Colony-Algorithm
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On the basis of author’s former work, this
paper presents an improved ant colony algorithm,
namely adaptive ant colony algorithm. In the proposed
algorithm, the value of evaporation rate ρ is adaptively
changed and a minimum value ρmin is assigned. Thereby,
the evaporation rate ρ is under control and will never be
reduced to 0. Then the paper applies the proposed
algorithm to grid task scheduling. Comparing
experimental results with the original algorithm show
that the proposed algorithm is more efficient both in task
scheduling efficiency and resource load.
paper presents an improved ant colony algorithm,
namely adaptive ant colony algorithm. In the proposed
algorithm, the value of evaporation rate ρ is adaptively
changed and a minimum value ρmin is assigned. Thereby,
the evaporation rate ρ is under control and will never be
reduced to 0. Then the paper applies the proposed
algorithm to grid task scheduling. Comparing
experimental results with the original algorithm show
that the proposed algorithm is more efficient both in task
scheduling efficiency and resource load.
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Toward Adaptive Ant Colony Algorithm.pdf