Combined optimization algorithm of multi-way valve flexible test system

Qing Shao; Keli Xing; Xiajie Jin

doi:10.1117/12.3011474

7 December 2023 Combined optimization algorithm of multi-way valve flexible test system

Qing Shao, Keli Xing, Xiajie Jin

Proceedings Volume 12941, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023); 129410Z (2023) https://doi.org/10.1117/12.3011474
Event: Third International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 203), 2023, Yinchuan, China

Abstract

Based on an analysis of the functional structure of the multi-way valve, this study determines the test items according to relevant test standards and requirements. It establishes a mathematical and simulation model to optimize the test process by shortening the test time for multi-way valves. The Gray Wolf algorithm is selected for optimization. To overcome limitations in the basic Gray Wolf algorithm, this research incorporates the good point set method, weighted distance updating, and variable neighbor searching algorithm to enhance the algorithm's performance. MATLAB simulations demonstrate the improved Gray Wolf algorithm's superiority.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Qing Shao, Keli Xing, and Xiajie Jin "Combined optimization algorithm of multi-way valve flexible test system", Proc. SPIE 12941, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023), 129410Z (7 December 2023); https://doi.org/10.1117/12.3011474

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