I. M. El-Desoky

Genetic Algorithm Based on K-means-Clustering Technique for Multi-objective Resource Allocation Problems

Mai A. Farag, M. A. El-Shorbagy, I. M. El-Desoky, A. A. El-Sawy & A. A. Mousa · Current Journal of Applied Science and Technology · 2015

This paper presents genetic algorithm based on K-means clustering technique for solving multi-objective resource allocation problem (MORAP). By using k-means clustering technique, population can be divided into a specific number of subpopulations with dynamic size. In this way, d...

Open access Research Article 10.9734/BJAST/2015/16570

Hybrid Genetic Algorithm for Constrained Nonlinear Optimization Problems

S. M. Nasr, M. A. El-Shorbagy, I. M. El-Desoky, Z. M. Hendawy & A. A. Mousa · Journal of Advances in Mathematics and Computer Science · 2015

In this paper we present a hybrid optimization algorithm for solving constrained nonlinear optimization problems. The hybrid algorithm is a combination between one of the intelligence techniques (genetic algorithm) and chaos theory to enhance the performance and to reach the opti...

Open access Research Article 10.9734/BJMCS/2015/16193