Design and analysis of intelligent heuristic search algorithms in mathematical optimization problems

Jing Xia; Jun Shan

doi:10.1117/12.3051766

18 November 2024 Design and analysis of intelligent heuristic search algorithms in mathematical optimization problems

Jing Xia, Jun Shan

Author Affiliations +

Proceedings Volume 13403, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2024) ; 134030H (2024) https://doi.org/10.1117/12.3051766
Event: International Conference on Algorithms, High Performance Computing, and Artificial Intelligence, 2024, Zhengzhou, China

Abstract

Heuristic algorithms have shown excellent solutions to combinatorial optimization problems. This paper delves into an improved heuristic algorithm and its practical application in solving combinatorial optimization related problems. It elaborates on the operation process of the algorithm and verifies its performance through carefully designed simulation experiments. Further in-depth analysis was conducted on the advantages and disadvantages of this algorithm to comprehensively understand its performance in practical problems. This improved heuristic algorithm not only has a solid theoretical foundation, but also demonstrates remarkable results in practical applications.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Jing Xia and Jun Shan "Design and analysis of intelligent heuristic search algorithms in mathematical optimization problems", Proc. SPIE 13403, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2024) , 134030H (18 November 2024); https://doi.org/10.1117/12.3051766

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