Multi-objective optimization of an arch dam shape under static loads using an evolutionary game method. Issue 6 (3rd June 2018)

• Record Type: Journal Article
• Authors: Meng, Rui; Cheong, Kang Hao; Bao, Wei; Wong, Kelvin Kian Loong; Wang, Lu; Xie, Neng-gang
• Is Part Of: Engineering optimization. Volume 50:Issue 6(2018)
• Page Start: 1061
• Page End: 1077
• Publication Date: 2018-06-03
• Subjects: Multi-objective optimization -- hyperbolic arch dam -- evolutionary game -- shape design -- sorting partition; Engineering design -- Periodicals; Mathematical optimization -- Periodicals; 620.0042
• DOI: 10.1080/0305215X.2017.1378876
• Languages: English
• ISSNs: 0305-215X

Abstract

ABSTRACT: This article attempts to evaluate the safety and economic performance of an arch dam under the action of static loads. The geometric description of a crown cantilever section and the horizontal arch ring is presented. A three-objective optimization model of arch dam shape is established based on the arch dam volume, maximum principal tensile stress and total strain energy. The evolutionary game method is then applied to obtain the optimal solution. In the evolutionary game technique, a novel and more efficient exploration method of the game players' strategy space, named the 'sorting partition method under the threshold limit', is presented, with the game profit functions constructed according to both competitive and cooperative behaviour. By way of example, three optimization goals have all shown improvements over the initial solutions. In particular, the evolutionary game method has potentially faster convergence. This demonstrates the preliminary proof of principle of the evolutionary game method.