Optimization of highly efficient random grating thin-film solar cell using modified gravitational search algorithm and particle swarm optimization algorithm

Muhammad, Muhammad H.; Mahmoud, Korany R.; Hameed, Mohamed Farhat O.

doi:10.1117/1.jnp.12.016016

Cited by 3 publications

(2 citation statements)

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“…In terms of logistics dissemination route optimization, Muhammad, Muhammad et al [9] used the improved GA to study the material dissemination issue, and the established dissemination mathematical design is also relatively simple. Wang et al [10] used the improved saving method to study the optimization of material dissemination route, and did not consider the influence of cargo timeliness when establishing the objective task.…”

Section: Related Workmentioning

confidence: 99%

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Logistics Distribution Route Optimization Based on Improved Particle Swarm Optimization

Zhang¹,

Sharma²

2023

IJCAI

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This article improves the logistics distribution route and improves the distribution as well as transportation efficiency. The article combines the features of logistics dissemination along with mathematical designing of dissemination automobile routing issue. The mountain climbing procedure with strong local search ability is introduced into the particle swarm optimization (PSO) procedure to improve the offered approach. Two mountain climbing schemes are offered in this article, and two different hybrid (PSO) procedures are constructed. The experimental outcomes reveals the performance of Hybrid PSO scheme 1 and hybrid PSO scheme 2 offered in this paper which are better than that of standard PSO. Hybrid PSO scheme 2 offers best potential in efficiently solving the routing issue of logistics dissemination automobile. After the issue scale grows, the optimization advantages of Hybrid PSO scheme 2 are fully displayed. It was observed from the experimental analysis that using hybrid PSO scheme 2 to solve the logistics dissemination automobile routing issue can greatly shorten the dissemination mileage.Povzetek: Članek izboljšuje logistične distribucijske poti s hibridnim pristopom rojev delcev (PSO), kar znatno skrajša razdaljo distribucije in izboljša učinkovitost prevoza.

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Section: Related Workmentioning

confidence: 99%

“…Step 5: Calculate the fitness rate of each element according to formula (9) and compare it with pbestid, gbestd and. If the fitness value is smaller, update pbestid or gbestd.…”

Section: Design Of Hybrid (Pso) Proceduresmentioning

confidence: 99%