articleIEEE AccessJan 1, 2022GOLD OA

Tasmanian Devil Optimization: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm

MDMohammad DehghaniŠHŠtěpán HubálovskýPTPavel Trojovský

University of Hradec Králové

Indexed incrossrefdoaj

Abstract

In this paper, a new bio-inspired metaheuristic algorithm called Tasmanian Devil Optimization (TDO) is designed that mimics Tasmanian devil behavior in nature. The fundamental inspiration used in TDO is simulation of the feeding behavior of the Tasmanian devil, who has two strategies: attacking live prey or feeding on carrions of dead animals. The proposed TDO is described, then its mathematical modeling is presented. TDO performance in optimization is tested on a set of twenty-three standard objective functions. Unimodal benchmark functions have analyzed the TDO exploitation capability, while high-dimensional multimodal and fixed-exploitation multimodal benchmark functions have challenged the TDO exploration…

Citation impact

259
total citations
FWCI
32.88
Percentile
100%
References
46
Citations per year

Authors

3

Topics & keywords

Topics
Keywords
  • Benchmark (surveying)
  • Metaheuristic
  • Computer science
  • Algorithm
  • Mathematical optimization
  • Set (abstract data type)
  • Optimization algorithm
  • Optimization problem
No related works found for this paper.

Funding