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» Data mining with an ant colony optimization algorithm
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JACIII
2007
108views more  JACIII 2007»
14 years 9 months ago
Improving Ant Colony Optimization Algorithms for Solving Traveling Salesman Problems
Kuo-Sheng Hung, Shun-Feng Su, Zne-Jung Lee
AEI
2004
150views more  AEI 2004»
14 years 9 months ago
Ant colony optimization techniques for the vehicle routing problem
This research applies the meta-heuristic method of ant colony optimization (ACO) to an established set of vehicle routing problems (VRP). The procedure simulates the decision-maki...
John E. Bell, Patrick R. McMullen
ICEC
1996
123views more  ICEC 1996»
14 years 10 months ago
Solving Symmetric and Asymmetric TSPs by Ant Colonies
- In this paper we present ACS, a distributed algorithm for the solution of combinatorial optimization problems which was inspired by the observation of real colonies of ants. We a...
Luca Maria Gambardella, Marco Dorigo
ICML
1995
IEEE
15 years 10 months ago
Ant-Q: A Reinforcement Learning Approach to the Traveling Salesman Problem
In this paper we introduce Ant-Q, a family of algorithms which present many similarities with Q-learning (Watkins, 1989), and which we apply to the solution of symmetric and asymm...
Luca Maria Gambardella, Marco Dorigo