Show simple item record

dc.contributor.authorMohammadi, D
dc.contributor.authorAbd Elaziz, M
dc.contributor.authorMoghdani, R
dc.contributor.authorDemir, E
dc.contributor.authorMirjalili, S
dc.description.abstractThis 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.
dc.publisherSpringer Science and Business Media LLC
dc.relation.ispartofjournalEngineering with Computers
dc.subject.fieldofresearchApplied Mathematics
dc.subject.fieldofresearchArtificial Intelligence and Image Processing
dc.subject.fieldofresearchComputation Theory and Mathematics
dc.titleQuantum Henry gas solubility optimization algorithm for global optimization
dc.typeJournal article
dc.type.descriptionC1 - Articles
dcterms.bibliographicCitationMohammadi, D; Abd Elaziz, M; Moghdani, R; Demir, E; Mirjalili, S, Quantum Henry gas solubility optimization algorithm for global optimization, Engineering with Computers, 2021
gro.description.notepublicThis publication has been entered in Griffith Research Online as an advanced online version.
gro.hasfulltextNo Full Text
gro.griffith.authorMirjalili, Seyedali

Files in this item


There are no files associated with this item.

This item appears in the following Collection(s)

  • Journal articles
    Contains articles published by Griffith authors in scholarly journals.

Show simple item record