CEC
2007
IEEE
13 years 11 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
13 years 11 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
13 years 11 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
13 years 11 months ago
2007
IEEE
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— Static resources allocation problems have been widely studied. More recently some of this attention has changed to focus on dynamic problems, where problem specifications, con...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— This paper proposes to incorporate bootstrap of data, random feature subspace and evolutionary algorithm with negative correlation learning to automatically design accurate and...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— Chemotaxis can be defined as an innate behavioural response by an organism to a directional stimulus, in which bacteria, and other single-cell or multicellular organisms direct...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
Independent Component Analysis, a computationally efficient statistical signal processing technique, has been an area of interest for researchers for many practical applications in...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— Organic Computing (OC) and other research initiatives like Autonomic Computing or Proactive Computing have developed the idea of systems that possess life-like properties, that...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
—Particle Swarm Optimization (PSO) has shown its fast search speed in many complicated optimization and search problems. However, PSO could often easily fall into local optima. T...