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International Conference on Instrumentation, Measurement, Circuits and Systems (ICIMCS 2011)Available to Purchase
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ISBN:
9780791859902
No. of Pages:
1400
Publisher:
ASME Press
Publication date:
2011
eBook Chapter
298 The Research of Improved Genetic Algorithm Applied in Optimization of Delivery Route with Single Distribution Center and Single-Type Vehicle Available to Purchase
By
Li Jian
,
Li Jian
School of Computer Science,
Southwest Petroleum University
, Chengdu
, China
Search for other works by this author on:
Wang Bing
,
Wang Bing
School of Computer Science,
Southwest Petroleum University
, Chengdu
, China
Search for other works by this author on:
Xiao Bin
Xiao Bin
School of Computer Science,
Southwest Petroleum University
, Chengdu
, China
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Page Count:
5
-
Published:2011
Citation
Jian, L, Bing, W, & Bin, X. "The Research of Improved Genetic Algorithm Applied in Optimization of Delivery Route with Single Distribution Center and Single-Type Vehicle." International Conference on Instrumentation, Measurement, Circuits and Systems (ICIMCS 2011). Ed. Ming, C. ASME Press, 2011.
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In this paper, the optimization of delivery route with single distribution center and single-type vehicle is modeled. A dynamic switching mutation operator in genetic algorithm (GA) is proposed, which is based on 3-opt mutation operator, sub-router exchange mutation operator and two point exchange mutation operator. The simulation results show that the dynamic switching mutation operator is enable to enhance the capability of neighborhood searching, and GA applied in dynamic switching mutation operator could get a stable relatively result. Finally the model is coped by using GA with dynamic switching mutation operator.
Abstract
Key words:
Introduction
Genetic Algorithm
The Optimization of Delivery Route with Single Distribution Center and Single-Type Vehicle
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