Recent Developments in Bat Algorithm: A Mini Review

Author:

Kaur Arvinder,Kumar Yugal

Abstract

Abstract In present time, meta-heuristic algorithms have been widely adopted for solving diverse classes of optimization problems. These procedures/algorithms have advantage over classical algorithms due to strong exploration and exploitation capabilities. In recent time, a Bat algorithm is developed on the basis of echolocation characteristics of bat. This algorithm has applicability to solve number of constrained and unconstrained optimization problems. The bat algorithm gives state of art results as compared to same class of metaheuristics. The objective of this paper is to explore bat algorithm in terms of modifications, improvements, search strategies and nature of problems being solved. Hence, this paper presents the mini review on bat algorithm. Further, the applicability of bat algorithm in diverse filed has been discussed.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference51 articles.

1. BAT-CLARA: BAT-inspired algorithm for Clustering LARge Applications;Aboubi;IFAC-PapersOnLine,2016

2. Review on BAT Algorithm in IDS for Optimization;Ahmad;International Journal of Scientific Research & Engineering Trends.,2016

3. A Modified Bat Algorithm for Power Loss Reduction in Electrical Distribution System;Amon;Indonesian Journal of Electrical Engineering and Computer Science,2015

4. FFBAT: A security and cost-aware workflow scheduling approach combining firefly and bat algorithms;Arunarani;Concurrency and Computation: Practice and Experience,2017

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