articleFrontiers in Mechanical EngineeringJan 20, 2023GOLD OA

Osprey optimization algorithm: A new bio-inspired metaheuristic algorithm for solving engineering optimization problems

MDMohammad DehghaniPTPavel Trojovský

University of Hradec Králové

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Abstract

This paper introduces a new metaheuristic algorithm named the Osprey Optimization Algorithm (OOA), which imitates the behavior of osprey in nature. The fundamental inspiration of OOA is the strategy of ospreys when hunting fish from the seas. In this hunting strategy, the osprey hunts the prey after detecting its position, then carries it to a suitable position to eat it. The proposed approach of OOA in two phases of exploration and exploitation is mathematically modeled based on the simulation of the natural behavior of ospreys during the hunting process. The performance of OOA has been evaluated in the optimization of twenty-nine standard benchmark functions from the CEC 2017 test suite. Furthermore, the…

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Topics & keywords

Topics
Keywords
  • Benchmark (surveying)
  • Metaheuristic
  • Computer science
  • Algorithm
  • Suite
  • Position (finance)
  • Process (computing)
  • Optimization algorithm
UN Sustainable Development Goals
  • Life below water
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