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TEC
2002
112views more  TEC 2002»
13 years 4 months ago
Data mining with an ant colony optimization algorithm
Rafael S. Parpinelli, Heitor S. Lopes, Alex Alves ...
FGCS
2000
139views more  FGCS 2000»
13 years 4 months ago
Ant algorithms
This paper overviews recent work on ant algorithms, that is, algorithms for discrete optimization which took inspiration from the observation of ant colonies foraging behavior, an...
Marco Dorigo, Gianni Di Caro, Thomas Stützle
AUSAI
2005
Springer
13 years 6 months ago
Understanding the Pheromone System Within Ant Colony Optimization
Abstract. Ant Colony Optimization (ACO) is a collection of metaheuristics inspired by foraging in ant colonies, whose aim is to solve combinatorial optimization problems. We identi...
Stephen Gilmour, Mark Dras
FGCS
2000
145views more  FGCS 2000»
13 years 4 months ago
Ant algorithms and stigmergy
Ant colonies, and more generally social insect societies, are distributed systems that, in spite of the simplicity of their individuals, present a highly structured social organiz...
Marco Dorigo, Eric Bonabeau, Guy Theraulaz
SWARM
2012
SPRINGER
329views Optimization» more  SWARM 2012»
12 years 9 days ago
A critical analysis of parameter adaptation in ant colony optimization
Applying parameter adaptation means operating on parameters of an algorithm while it is tackling an instance. For ant colony optimization, several parameter adaptation methods have...
Paola Pellegrini, Thomas Stützle, Mauro Birat...