CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
Abstract—In the commonly used DE/rand/1 variant of differential evolution the primary mechanism of generating new solutions is the perturbation of a randomly selected point by a ...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
— Many real-world dynamic optimisation problems have constraints, and in certain cases not only the objective function changes over time, but the constraints also change as well....
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
— L-systems are parallel generative grammars that can model branching structures. Taking a graphical object and attempting to derive an L-system describing it is a hard problem. ...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
—This paper applies the Differential Evolution (DE) algorithm to the task of automatic fuzzy clustering in a Multi-objective Optimization (MO) framework. It compares the performa...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
Abstract— We propose an asynchronous island-model algorithm distribution framework and test the popular Differential Evolution algorithm performance when a few processors are ava...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
—A cooperative coevolutionary algorithm (CCEA) is an extension to an evolutionary algorithm (EA); it employs a divide and conquer strategy to solve an optimization problem. In it...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
— Interested in Evolutionary Robotics, this paper focuses on the acquisition and exploitation of memory skills. The targeted task is a well-studied benchmark problem, the Tolman ...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
Abstract— We present a grammar-based genetic programming framework for the solving the timetabling problem via the evolution of constructive heuristics. The grammar used for prod...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
Abstract—A number of population based optimization algorithms have been proposed in recent years to solve unconstrained and constrained single and multi-objective optimization pr...