Title
Chaotic Cuckoo Search Algorithm For High-Dimensional Functions
Abstract
Given that the basic cuckoo search algorithm is vulnerable to local optimum and unsatisfactory calculation precision, chaotic operator (CO), employed as local algorism to optimize elitist individuals in the population, can effectively enhance the properties of cuckoo search (CS) algorithm. Tested by 15 benchmark high-dimensional functions, the experiment result indicates that chaotic cuckoo search (CCS) algorithm can increase the calculation precision and step up the convergent speed with improved robustness, which can be applied to other engineering optimization problems.
Year
DOI
Venue
2014
10.4304/jcp.9.5.1282-1290
JOURNAL OF COMPUTERS
Keywords
DocType
Volume
chaos, cuckoo search, levy flight, high-dimensional, function, optimization
Journal
9
Issue
ISSN
Citations 
5
1796-203X
4
PageRank 
References 
Authors
0.44
16
4
Name
Order
Citations
PageRank
Aijia Ouyang115919.34
Guo Pan250.81
Guangxue Yue38518.55
Jiayi Du470.83