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Quantum marine predators algorithm for addressing multilevel image segmentation (2021)
Journal Article
Abd Elaziz, M., Mohammadi, D., Oliva, D., & Salimifard, K. (2021). Quantum marine predators algorithm for addressing multilevel image segmentation. Applied Soft Computing, 110, Article 107598. https://doi.org/10.1016/j.asoc.2021.107598

This paper proposes a modified marine predators algorithm based on quantum theory to handle the multilevel image segmentation problem. The main aims of using quantum theory is to enhance the ability of marine predators algorithm to find the optimal t... Read More about Quantum marine predators algorithm for addressing multilevel image segmentation.

Quantum Henry gas solubility optimization algorithm for global optimization (2021)
Journal Article
Mohammadi, D., Abd Elaziz, M., Moghdani, R., Demir, E., & Mirjalili, S. (2022). Quantum Henry gas solubility optimization algorithm for global optimization. Engineering with Computers, 38(Suppl. 3), 2329-2348. https://doi.org/10.1007/s00366-021-01347-1

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 concentr... Read More about Quantum Henry gas solubility optimization algorithm for global optimization.

A multi objective volleyball premier league algorithm for green scheduling identical parallel machines with splitting jobs (2020)
Journal Article
Salimifard, K., Li, J., Mohammadi, D., & Moghdani, R. (2021). A multi objective volleyball premier league algorithm for green scheduling identical parallel machines with splitting jobs. Applied Intelligence, 51(7), 4143-4161. https://doi.org/10.1007/s10489-020-02027-1

Parallel machine scheduling is one of the most common studied problems in recent years, however, this classic optimization problem has to achieve two conflicting objectives, i.e. minimizing the total tardiness and minimizing the total wastes, if the... Read More about A multi objective volleyball premier league algorithm for green scheduling identical parallel machines with splitting jobs.

An improved volleyball premier league algorithm based on sine cosine algorithm for global optimization problem (2020)
Journal Article
Moghdani, R., Elaziz, M. A., Mohammadi, D., & Neggaz, N. (2021). An improved volleyball premier league algorithm based on sine cosine algorithm for global optimization problem. Engineering with Computers, 37(4), 2633-2662. https://doi.org/10.1007/s00366-020-00962-8

Volleyball premier league (VPL) simulating some phenomena of volleyball game has been presented recently. This powerful algorithm uses such racing and interplays between teams within a season. Furthermore, the algorithm imitates the coaching procedur... Read More about An improved volleyball premier league algorithm based on sine cosine algorithm for global optimization problem.