Quantum Henry gas solubility optimization algorithm for global optimization

This paper proposes an improvement on the recently introduced Henry Gas Solubility Optimization (HGSO) metaheuristic algorithm that simulates Henry’s gas law (i.e., the concentration of a gas sample in a liquid solvent is proportional to the concentration of the sample in the gas phase). As an impro...

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Published in:	Engineering with computers Vol. 38; no. Suppl 3; pp. 2329 - 2348
Main Authors:	Mohammadi, Davood, Abd Elaziz, Mohamed, Moghdani, Reza, Demir, Emrah, Mirjalili, Seyedali
Format:	Journal Article
Language:	English
Published:	London Springer London 01.08.2022 Springer Nature B.V
Subjects:	Algorithms CAE) and Design Calculus of Variations and Optimal Control; Optimization Classical Mechanics Computer Science Computer-Aided Engineering (CAD Control Gas sampling Gas solubility Global optimization Heuristic methods Math. Applications in Chemistry Mathematical and Computational Engineering Optimization Original Article Quantum theory Solution space Systems Theory Vapor phases Physics-based algorithms Henry gas solubility optimization algorithm Metaheuristics Quantum theory Optimization
ISSN:	0177-0667, 1435-5663
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Abstract	This paper proposes an improvement on the recently introduced Henry Gas Solubility Optimization (HGSO) metaheuristic algorithm that simulates Henry’s gas law (i.e., the concentration of a gas sample in a liquid solvent is proportional to the concentration of the sample in the gas phase). As an improvement, we apply quantum theory instead of the standard procedure used in the HSGO algorithm for updating solutions. The proposed algorithm is named as Quantum HGSO (QHGSO) algorithm in this paper. The suggested changes enhance the ability of HGSO to create a counterbalance between exploitation and exploration for a better investigation of the solution space. For evaluating the capability of finding the optimal solution of our proposed algorithm, a collection of forty-seven global optimization functions is solved. Moreover, three well-known engineering problems are studied to show the performance of the QHGSO algorithm in constrained optimization problems. Comparative results with other well-known metaheuristic algorithms have shown that the QHGSO algorithm outperforms others with higher computational performance.
AbstractList	This paper proposes an improvement on the recently introduced Henry Gas Solubility Optimization (HGSO) metaheuristic algorithm that simulates Henry’s gas law (i.e., the concentration of a gas sample in a liquid solvent is proportional to the concentration of the sample in the gas phase). As an improvement, we apply quantum theory instead of the standard procedure used in the HSGO algorithm for updating solutions. The proposed algorithm is named as Quantum HGSO (QHGSO) algorithm in this paper. The suggested changes enhance the ability of HGSO to create a counterbalance between exploitation and exploration for a better investigation of the solution space. For evaluating the capability of finding the optimal solution of our proposed algorithm, a collection of forty-seven global optimization functions is solved. Moreover, three well-known engineering problems are studied to show the performance of the QHGSO algorithm in constrained optimization problems. Comparative results with other well-known metaheuristic algorithms have shown that the QHGSO algorithm outperforms others with higher computational performance.
Author	Demir, Emrah Abd Elaziz, Mohamed Moghdani, Reza Mirjalili, Seyedali Mohammadi, Davood
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Snippet	This paper proposes an improvement on the recently introduced Henry Gas Solubility Optimization (HGSO) metaheuristic algorithm that simulates Henry’s gas law...
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SubjectTerms	Algorithms CAE) and Design Calculus of Variations and Optimal Control; Optimization Classical Mechanics Computer Science Computer-Aided Engineering (CAD Control Gas sampling Gas solubility Global optimization Heuristic methods Math. Applications in Chemistry Mathematical and Computational Engineering Optimization Original Article Quantum theory Solution space Systems Theory Vapor phases
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Title	Quantum Henry gas solubility optimization algorithm for global optimization
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