CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— This paper deals with the optimization of noisy fitness functions, where the noise level can be reduced by increasing the computational effort. We theoretically investigate th...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Addressing dynamic optimization problems has attracted a growing interest from the evolutionary algorithm community in recent years due to its importance in the applications of...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
—Genetic Algorithms (GAs) have a good potential of solving the Gate Assignment Problem (GAP) at airport terminals, and the design of feasible and efficient evolutionary operators...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Gaussian models are widely adopted in continuous Estimation of Distribution Algorithms (EDAs). In this paper, we analyze continuous EDAs and show that they don’t always work ...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
Network administrators need a tool that detects the kind of applications running on their networks, in order to allocate resources and enforce security policies. Previous work sho...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Metaheuristics such as Estimation of Distribution Algorithms and the Cross-Entropy method use probabilistic modelling and inference to generate candidate solutions in optimizat...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
Abstract— This paper introduces the Collective Neuro Evolution (CONE) method, and compares its efficacy for designing specialization, with a conventional Neuro-Evolution (NE) me...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Environments with varying reward contingencies constitute a challenge to many living creatures. In such conditions, animals capable of adaptation and learning derive an advanta...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Over the recent years, there has been increasing research activities made on improving the efficacy of Memetic Algorithm (MA) for solving complex optimization problems. Partic...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE