Towards adaptive hybrid optimization technique

المؤلفون المشاركون

Ilayyan, Marwah
Hudayb, Amjad

المصدر

International Computer Sciences and Informatics Conference, Amman, Jordan 12-13 January 2016.

الناشر

جامعة عمان العربية

تاريخ النشر

2016-01-31

دولة النشر

الأردن

عدد الصفحات

9

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص الإنجليزي

Differential Evolution (DE) continuous optimization is one of the most important activities in heuristic optimization.

Enhancement on algorithms can be achieved using hybrid model by combining different search strategies.

The proposed algorithm combines both LSHDE with mutation of Invasive Weed Optimization (IWO) on parameter F.

the algorithm try to take the search process away from stagnation point using IWO distribution.

The proposed algorithm tested using benchmark functions of Congress on Evolutionary Computation (CEC) 2014 and it gives competitive results

نوع البيانات

أوراق مؤتمرات

رقم السجل

BIM-767328

• APA
• MLA
• AMA