28 search results - page 1 / 6 » Understanding the Pheromone System Within Ant Colony Optimiz... |
AUSAI
2005
Springer
13 years 6 months ago
2005
Springer
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...
ANTSW
2006
Springer
13 years 8 months ago
2006
Springer
It is often believed that the performance of ant system, and in general of ant colony optimization algorithms, depends somehow on the scale of the problem instance at hand. The iss...
ACMDIS
2010
ACM
13 years 4 months ago
2010
ACM
Emergence is a concept that is not easy to grasp, since it contradicts our idea of central control and planning. In this work, we use a swarm of robots as a tangible tool to visua...
ALIFE
2002
13 years 4 months ago
2002
In this paper, we study the relationship between the two techniques known as ant colony optimization (aco) and stochastic gradient descent. More precisely, we show that some empir...
GECCO
2003
Springer
13 years 9 months ago
2003
Springer
Ant Colony Optimization (ACO) has been applied successfully in solving the Traveling Salesman Problem. Marco Dorigo et al. used Ant System (AS) to explore the Symmetric Traveling S...