Enhancing the cuckoo search with levy flight through population estimation

• المؤلفون الرئيسيون: Mohd Nawi, Nazri, Shahuddin, Shah Liyana, Rehman, Muhammad Zubair, Khan, Abdullah
• التنسيق: مقال
• اللغة: English
• منشور في: Asian Research Publishing Network (ARPN) 2016
• الموضوعات: QA299.6-433 Analysis
• الوصول للمادة أونلاين: http://eprints.uthm.edu.my/4295/1/AJ%202016%20%2834%29.pdf; http://eprints.uthm.edu.my/4295/

This paper proposed the use of population estimation in a new meta-heuristic called Cuckoo search (CS) algorithm to minimize the training error, achieve fast convergence rate and to avoid local minimum problem. The CS algorithm which imitates the cuckoo bird’s search behavior for finding the best ne...