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13 December 2021 Application of hybrid shuffled frog leaping algorithm to deterministic flow shop scheduling problem
Yao Wei
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Proceedings Volume 12087, International Conference on Electronic Information Engineering and Computer Technology (EIECT 2021); 120871J (2021) https://doi.org/10.1117/12.2624714
Event: International Conference on Electronic Information Engineering and Computer Technology (EIECT 2021), 2021, Kunming, China
Abstract
Study the workshop scheduling system to optimize the allocation of resources. In order to verify the effectiveness of the frog leaping algorithm in solving the problem of deterministic flow shop scheduling, the characteristics of the deterministic Flow Shop Scheduling Problem (FSP) are analyzed, and an improved hybrid shuffled frog leaping algorithm (ISFLA) is used to solve the problem. According to the characteristics of the problem, initialize the frog population; propose the concept of subgroups, design the communication evolution model from the inside out; conduct a guided neighborhood search for frogs, thereby expanding the solution space of the algorithm and further improving the local search ability of the algorithm. The experimental results prove the practicability and reliability of the improved hybrid shuffled frog leaping algorithm, and it has good application value.
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Yao Wei "Application of hybrid shuffled frog leaping algorithm to deterministic flow shop scheduling problem", Proc. SPIE 12087, International Conference on Electronic Information Engineering and Computer Technology (EIECT 2021), 120871J (13 December 2021); https://doi.org/10.1117/12.2624714
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KEYWORDS
Computer simulations
Mathematical modeling
Computer programming
Detection and tracking algorithms
Genetic algorithms
Reliability
Systems modeling
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