Academic Journal
Metaheuristics and Chaos Theory
| العنوان: | Metaheuristics and Chaos Theory |
|---|---|
| المؤلفون: | Tang, Rui |
| المصدر: | MODID-6d55e02e354:IntechOpen |
| بيانات النشر: | IntechOpen |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | Computers / Mathematical & Statistical Software, bisacsh:COM077000 |
| الوصف: | Chaos theory is a novelty approach that has been widely used into various applications. One of the famous applications is the introduction of chaos theory into optimization. Note that chaos theory is highly sensitive to initial condition and has the feature of randomness. As chaos theory has the feature of randomness and dynamical properties, it is easy to accelerate the optimization algorithm convergence and enhance the capability of diversity. In this work, we integrated 10 chaotic maps into several metaheuristic algorithms in order to extensively investigate the effectiveness of chaos theory for improving the search capability. Extensive experiments have been carried out and the results have shown that chaotic optimization can be a very promising tool for solving optimization algorithms. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| ردمك: | 978-953-51-3945-4 953-51-3945-2 |
| Relation: | https://openresearchlibrary.org/viewer/c5c03a89-c37c-4453-bf84-93f054c21365; https://openresearchlibrary.org/ext/api/media/c5c03a89-c37c-4453-bf84-93f054c21365/assets/external_content.pdf |
| DOI: | 10.5772/intechopen.72103 |
| الاتاحة: | https://openresearchlibrary.org/viewer/c5c03a89-c37c-4453-bf84-93f054c21365 https://openresearchlibrary.org/ext/api/media/c5c03a89-c37c-4453-bf84-93f054c21365/assets/external_content.pdf https://doi.org/10.5772/intechopen.72103 |
| Rights: | https://creativecommons.org/licenses/by/4.0/legalcode |
| رقم الانضمام: | edsbas.92DDBF26 |
| قاعدة البيانات: | BASE |
| ردمك: | 9789535139454 9535139452 |
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| DOI: | 10.5772/intechopen.72103 |