ISO: An Improved Snake Optimizer

Version 1.1.3 (14,4 MB) von Yunwei Zhu
An improved snake optimizer with multi-strategy enhancement for engineering optimization
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Aktualisiert 20. Mär 2024

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To enhance the performance of the Snake Optimizer, we propose an improved version with multi-strategy enhancement, referred to as ISO. ISO incorporates a variety of novel enhancement strategies, including the Multi-Strategy Chaotic System (MSCS) in the initial algorithm phase, Anti-Predator Strategies (APS) during the exploration phase, and Bidirectional Population Evolution Dynamics (BPED) in the exploitation phase.
Add1:In these folders, we have added versions that use ISO to solve two classic NP problems. The two NP-hard problems are the traveling salesperson problem(TSP) and the knapsack problem(KP). Users can find them in the "ISO_for_TSP" and "ISO_for_KP" fo.
Add2: We have recently added the results of ISO when dealing with some optimization problems so that relevant researchers can better understand ISO. The relevant files can be found under a file called "ISO_results."
The paper is currently under peer review, so please contact the authors for permission before using ISO.
E-mail: gs.ywzhu19@gzu.edu.cn or yw_zhu2022@126.com

Zitieren als

Yunwei Zhu (2024). ISO: An Improved Snake Optimizer (https://www.mathworks.com/matlabcentral/fileexchange/135577-iso-an-improved-snake-optimizer), MATLAB Central File Exchange. Abgerufen .

Kompatibilität der MATLAB-Version
Erstellt mit R2022a
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ISO_Code

ISO_for_KP

ISO_for_TSP

Version Veröffentlicht Versionshinweise
1.1.3

Add2: We have recently added the results of ISO when dealing with some optimization problems so that relevant researchers can better understand ISO. The relevant files can be found under a file called "ISO_results."
1.1.2

Add2: We have recently added the results of ISO when dealing with some optimization problems so that relevant researchers can better understand ISO. The relevant files can be found under a file called "ISO_results."
1.1.1

Add2: We have recently added the results of ISO when dealing with some optimization problems so that relevant researchers can better understand ISO. The relevant files can be found under a file called "ISO_results."
1.1.0

In these folders, we have added versions that use ISO to solve two classic NP problems. The two NP-hard problems are the traveling salesperson problem and the knapsack problem. Users can find them in the "ISO_for_TSP" and "ISO_for_KP" fo.
1.0.0