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A Comprehensive Review on Scatter Search: Techniques, Applications, and Challenges.

Authors :
Kalra, Minakshi
Tyagi, Shobhit
Kumar, Vijay
Kaur, Manjit
Mashwani, Wali Khan
Shah, Habib
Shah, Kamal
Source :
Mathematical Problems in Engineering; 5/31/2021, p1-21, 21p
Publication Year :
2021

Abstract

Recent years have witnessed the use of metaheuristic algorithms to solve the optimization problems that usually require extensive computations and time. Among others, scatter search is the widely used evolutionary metaheuristic algorithm. It uses the information of global optima, which is stored in a different and unique set of solutions. In this paper, an updated review of scatter search (SS) is given. SS has been successfully applied in a variety of research problems, namely, data mining, bioinformatics, and engineering design. This paper presents the modified and hybrid versions of SS with their applications. The control strategies are discussed to show their impact on the performance of SS. various issues and future directions related to SS are also discussed. It inspires innovative researchers to use this algorithm for their research domains. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1024123X
Database :
Complementary Index
Journal :
Mathematical Problems in Engineering
Publication Type :
Academic Journal
Accession number :
150573657
Full Text :
https://doi.org/10.1155/2021/5588486