Multi-Population Ant Colony Optimization Algorithm Based on Congestion Factor and Co-Evolution Mechanism

Multi-Population Ant Colony Optimization Algorithm Based on Congestion Factor and Co-Evolution Mechanism

To solve large-scale traveling salesmen problem (TSP) with better performance, we propose a multi-population ant colony optimization algorithm based on congestion factor and co-evolution mechanism (CCMACO). First, the congestion factor is introduced to control the number of ants on the path and can...

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Bibliographic Details
Main Authors: Hainan Zhang, Xiaoming You
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Congestion factor
sub-populations restructuring strategy
inter-specific competition mechanism
co-evolutionary strategy
TSP
Online Access:https://ieeexplore.ieee.org/document/8886462/

Internet

https://ieeexplore.ieee.org/document/8886462/

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