التفاصيل البيبلوغرافية
| العنوان: |
Hybrid-adaptive differential evolution with decay function (HyDE-DF) applied to the 100-digit challenge competition on single objective numerical optimization |
| المؤلفون: |
Lezama, Fernando, Soares, João, Faia, R., Vale, Zita |
| المساهمون: |
Repositório Científico do Instituto Politécnico do Porto |
| بيانات النشر: |
ACM, 2019. |
| سنة النشر: |
2019 |
| مصطلحات موضوعية: |
Computing methodologies, Applied computing, Search methodologies, Engineering, Evolutionary computation, Differential evolution, numerical optimization |
| الوصف: |
In this paper, a hybrid-adaptive differential evolution with a decay function (HyDE-DF)1 is proposed for numerical function optimization. The proposed HyDE-DF is applied to the 100-Digit Challenge in a set of 10 benchmark functions. Results show that HyDE-DF can achieve a 93/100 score, proving its effectiveness for numerical optimization. |
| الوصف (مترجم): |
This research has received funding from FEDER funds through the Operational Programme for Competitiveness and Internationalization (COMPETE 2020), under Project POCI-01-0145-FEDER-028983; by National Funds through the FCT Portuguese Foundation for Science and Technology, under Projects PTDC/EEI-EEE/28983/2017 (CENERGETIC). |
| وصف الملف: |
application/pdf |
| اللغة: |
English |
| العلاقة: |
978-1-4503-6748-6 |
| DOI: |
10.1145/3319619.3326747 |
| الإتاحة: |
http://hdl.handle.net/10400.22/18060Test |
| حقوق: |
open access |
| رقم الانضمام: |
rcaap.com.recipp.recipp.ipp.pt.10400.22.18060 |
| قاعدة البيانات: |
RCAAP |
