International Journal of Intelligent Systems and Applications in Engineering
2016: Special Issue

A modified cuckoo search using different search strategies

HAKLI, Hüseyin (Unknown)



Article Info

Publish Date
26 Dec 2016

Abstract

Cuckoo search (CS) is one of the recent population-based algorithms used for solving continuous optimization problems. The most known problem for optimization techniques is balancing between exploration and exploitation. CS uses two search strategies to updating the nest: local and global search.  Although cuckoo search are adequate for the exploration, it is not well enough the exploitation. Only one search equation is used for local search, this equation remains incapable and causes some deficiencies about the exploitation.  To enhance the ability of exploitation and to balance between global search and local search, different search strategies were implemented in CS algorithm. The proposed method was compared with basic CS on well-known unimodal and multimodal benchmark functions. Experimental results show that the proposed method is more successful than the basic CS in terms of solution quality.

Copyrights © 2016






Journal Info

Abbrev

IJISAE

Publisher

Subject

Computer Science & IT

Description

International Journal of Intelligent Systems and Applications in Engineering (IJISAE) is an international and interdisciplinary journal for both invited and contributed peer reviewed articles that intelligent systems and applications in engineering at all levels. The journal publishes a broad range ...