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A Real-World Benchmark Problem for Global Optimization Cover

A Real-World Benchmark Problem for Global Optimization

Open Access
|Sep 2023

Abstract

The paper presents the statement of the problem of dynamical system „crane-load” optimal control. The acceleration period is under consideration and control must meet the minimum duration condition as well as load oscillations elimination. The objective function, which ensures the final condition satisfaction, is developed and analyzed in terms of its topology features. It includes three arguments and their searching is the essence of the benchmark problem. Two variants of the problem are proposed with varied objective function parameters. Twelve agent-based optimization algorithms have been applied to find solutions to a bunch of problems. A brief analysis of the performance of the algorithms reveals their weaknesses and advantages. Thus, the proposed real-world problem may be exploited to estimate the optimization algorithms’ search performance.

DOI: https://doi.org/10.2478/cait-2023-0022 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 23 - 39
Submitted on: Jan 18, 2023
Accepted on: Jun 5, 2023
Published on: Sep 28, 2023
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Romasevych Yuriy, Loveikin Viatcheslav, Bakay Borys, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.