The Conception of the New Agent-Based Platform for Modeling and Implementation of Parallel Evolutionary Algorithms

Sara Sabba, Salim Chikhi
2014 International Journal of Intelligent Systems and Applications  
Evolutionary algorithms (EAs) are a range of problem-solving techniques based on mechanisms inspired by biological evolution. Nowadays, EAs have proven their ability and effectiveness to solve combinatorial problems. However, these methods require a considerable time of calculation. To overcome this problem, several parallelization strategies have been proposed in the literature. In this paper, we present a new parallel agent-based EC framework for solving numerical optimization problems in
more » ... r to optimize computation time and solutions quality.
doi:10.5815/ijisa.2014.04.02 fatcat:vgsehsc6vvg25k74p3hpxkkhae