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

Minakshi Kalra | Zendy; Shobhit Tyagi | Zendy; Vijay Kumar | Zendy; Manjit Kaur | Zendy; Wali Khan Mashwani | Zendy; Habib Shah | Zendy; Kamal Shah | Zendy

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

Author(s) -

Minakshi Kalra,

Shobhit Tyagi,

Vijay Kumar,

Manjit Kaur,

Wali Khan Mashwani,

Habib Shah,

Kamal Shah

Publication year - 2021

Publication title -

mathematical problems in engineering

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.262

H-Index - 62

eISSN - 1026-7077

pISSN - 1024-123X

DOI - 10.1155/2021/5588486

Subject(s) - metaheuristic , computer science , variety (cybernetics) , set (abstract data type) , computation , evolutionary computation , mathematical optimization , machine learning , data mining , artificial intelligence , algorithm , mathematics , programming language

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.

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