A comparative study of controlled random search algorithms with application to inverse aerofoil design. Issue 6 (3rd June 2018)

• Record Type: Journal Article
• Authors: Manzanares-Filho, N.; Albuquerque, R. B. F.; Sousa, B. S.; Santos, L. G. C.
• Is Part Of: Engineering optimization. Volume 50:Issue 6(2018)
• Page Start: 996
• Page End: 1015
• Publication Date: 2018-06-03
• Subjects: Global optimization -- controlled random search algorithm -- inverse aerofoil design; Engineering design -- Periodicals; Mathematical optimization -- Periodicals; 620.0042
• DOI: 10.1080/0305215X.2017.1359584
• Languages: English
• ISSNs: 0305-215X

Abstract

ABSTRACT: This article presents a comparative study of some versions of the controlled random search algorithm (CRSA) in global optimization problems. The basic CRSA, originally proposed by Price in 1977 and improved by Ali et al. in 1997, is taken as a starting point. Then, some new modifications are proposed to improve the efficiency and reliability of this global optimization technique. The performance of the algorithms is assessed using traditional benchmark test problems commonly invoked in the literature. This comparative study points out the key features of the modified algorithm. Finally, a comparison is also made in a practical engineering application, namely the inverse aerofoil shape design.