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Applied Computational Intelligence and Soft Computing
Volume 2017, Article ID 7974218, 18 pages
Research Article

Differential Evolution with Novel Mutation and Adaptive Crossover Strategies for Solving Large Scale Global Optimization Problems

1College of Computer and Information Systems, Al-Yamamah University, P.O. Box 45180, Riyadh 11512, Saudi Arabia
2Operations Research Department, Institute of Statistical Studies and Research, Cairo University, Giza 12613, Egypt
3College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia

Correspondence should be addressed to Ali Wagdy Mohamed; moc.liamg@ydgawila

Received 27 September 2016; Revised 3 December 2016; Accepted 6 February 2017; Published 8 March 2017

Academic Editor: Miin-Shen Yang

Copyright © 2017 Ali Wagdy Mohamed and Abdulaziz S. Almazyad. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Supplementary Material

This file includes Tables S1-S9 that contains experimental results and comparisons of the proposed algorithm and the convergence figures.

  1. Supplementary Material