52 search results - page 3 / 11 » Ant Colony Optimization and Stochastic Gradient Descent |
CEC
2011
IEEE
12 years 8 months ago
2011
IEEE
—Stochastic relaxation aims at finding the minimum of a fitness function by identifying a proper sequence of distributions, in a given model, that minimize the expected value o...
IMCSIT
2010
13 years 6 months ago
2010
Ant Colony Optimization (ACO) is a stochastic search method that mimics the social behavior of real ants colonies, which manage to establish the shortest route to feeding sources a...
ECAI
2000
Springer
14 years 5 days ago
2000
Springer
Abstract. We describe in this paper Ant-P-solver, a generic constraint solver based on the Ant Colony Optimization (ACO) metaheuristic. The ACO metaheuristic takes inspiration on t...
NIPS
2007
13 years 10 months ago
2007
Guided by the goal of obtaining an optimization algorithm that is both fast and yields good generalization, we study the descent direction maximizing the decrease in generalizatio...
AIPS
2009
13 years 9 months ago
2009
In this paper a planning framework based on Ant Colony Optimization techniques is presented. It is well known that finding optimal solutions to planning problems is a very hard co...