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International Conference on Electronics, Information and Communication Engineering (EICE 2012)
By
Garry Lee
Garry Lee
Information Engineering Research Institute
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ISBN:
9780791859971
No. of Pages:
1008
Publisher:
ASME Press
Publication date:
2012
eBook Chapter
126 The Research on Path Planning for Mobile Agent Migration Based on Ant Colony Algorithm
By
Changliang Wang
Changliang Wang
ZheJiang Industry Polytechnic College
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Page Count:
4
-
Published:2012
Citation
Wang, C. "The Research on Path Planning for Mobile Agent Migration Based on Ant Colony Algorithm." International Conference on Electronics, Information and Communication Engineering (EICE 2012). Ed. Lee, G. ASME Press, 2012.
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This paper first analyzes the travel agent questions (Travelling Agent Problem, TAP), and that it is a class of complex combinatorial optimization problems, mobile agent migration path planning is the most classic problems; Second, for ant colony algorithm to solve such problems requires a longer search time and ease into a local minimum shortcomings, the introduction of genetic algorithms and ant colony algorithm for global and local updating rules to improve, greatly reducing the travel agent ant colony algorithm to solve problems in the local minimum and cause the system to the possibility of stagnation; Finally, through simulation experiments verify the validity of the proposed algorithm.
Abstract
The Problem
Related Research
Mobile Agent Migration Path Planning Based on Ant Colony Algorithm
The Basic Ant Colony Algorithm for Solving the Problem Travel Agent
The Travel Agent Based on Ant Colony Algorithm to Solve the Problem
Amend the Local Pheromone Update Rule
Amend the Global Pheromone Update Rule Rule
Algorithm Description
Simulation and Results Analysis
Conclusions
References
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