A. A. Mousa

A Combined Genetic Algorithms-local Search Engine (GAs–LCE) in Constrained Nonlinear Programming

Faiz A. El-Qorashy, Hossam A. Nabwey & A. A. Mousa · Current Journal of Applied Science and Technology · 2015

Evolutionary optimization provides robust and efficient techniques for solving complex real-world problems. The aim of this paper is to present an enhanced evolutionary algorithm for solving constraint nonlinear programming problems NLPPs, which based on concept of co-evolution a...

Open access Research Article 10.9734/BJAST/2015/17059

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