An enhanced harmony search algorithm for optimum design of side sway steel frames

• Published in: Computers & structures Vol. 136; pp. 78 - 89
• Main Authors: Maheri, Mahmoud R., Narimani, M.M.
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.05.2014
• Subjects: Algorithms; Convergence; Enhanced harmony search; Escape velocity; Frames; Global search; Metaheuristic optimization algorithms; Minimization; Optimization; Optimum design of steel frames; Searching; Steel frames; Structural steels; Metaheuristic optimization algorithms; Global search; Optimum design of steel frames; Enhanced harmony search
• ISSN: 0045-7949; 1879-2243
• DOI: 10.1016/j.compstruc.2014.02.001

•An enhanced harmony search (EHS) algorithm is proposed for optimum design of structures.•The algorithm gives added value to a slightly unfeasible solution, based on its distance from current local optimum.•Four benchmark steel frames are optimum designed using EHS.•EHS compares favorably with other metaheuristic optimizers in terms of solution quality and speed. An enhanced harmony search (EHS) algorithm is developed enabling the HS algorithm to quickly escape from local optima. For this purpose, the harmony memory updating phase is enhanced by considering also designs that are worse than the worst design stored in the harmony memory but are far enough from local optima. The proposed EHS algorithm is utilized to solve four classical weight minimization problems of steel frames. Results indicate that, as far as the quality of optimum design and convergence behavior are concerned, EHS is significantly superior or definitely competitive with other meta-heuristic optimization algorithms including the classical HS.