233 search results - page 2 / 47 » On Benchmarking Stochastic Global Optimization Algorithms |
CEC
2010
IEEE
13 years 4 months ago
2010
IEEE
In this paper we present self-adaptive differential evolution algorithm jDElsgo on large scale global optimization. The experimental results obtained by our algorithm on benchmark ...
WSC
2001
13 years 7 months ago
2001
We examine the theoretical and numerical global convergence properties of a certain "gradient free" stochastic approximation algorithm called the "simultaneous pertu...
ICANN
2010
Springer
13 years 6 months ago
2010
Springer
Independent Component Analysis (ICA) is a statistical computation method that transforms a random vector in another one whose components are independent. Because the marginal distr...
ICTAI
2010
IEEE
13 years 4 months ago
2010
IEEE
When a local optimal solution is reached with classical Particle Swarm Optimization (PSO), all particles in the swarm gather around it, and escaping from this local optima becomes...
HEURISTICS
2008
13 years 6 months ago
2008
A Local Linear Embedding (LLE) module enhances the performance of two Evolutionary Computation (EC) algorithms employed as search tools in global optimization problems. The LLE em...