To improve the computational efficiency and performance of the existing algorithms of arrangement optimization of dampers in energy dissipation structures,a hybrid algorithm of differential evolution and artificial electric field was proposed.This algorithm utilizes Tent chaotic mapping initialization to improve the quality and diversity of population distribution,and introduces a mutation cross selection mechanism to maintain the evolution of dominant individuals in the population and avoid approaching local optimum.Through a test function example and an arrangement optimization example of dampers of concrete frame structure,the optimization performance and convergence speed of various optimization algorithms were compared.The research results indicate that the hybrid algorithm of differential evolution and artificial electric field has good global optimization ability,fast convergence speed,and the optimized structure has good seismic damping performance.
关键词
结构工程/差分进化算法/人工电场算法/混合算法/减震结构/阻尼器优化布置
Key words
structural engineering/differential evolution algorithm/artificial electric field algorithm/hybrid algorithm/energy dissipation structures/damper optimal layout
维普
万方数据