求解復(fù)雜約束優(yōu)化問(wèn)題的集成多策略差分進(jìn)化算法
小型微型計(jì)算機(jī)系統(tǒng)
頁(yè)數(shù): 10 2023-05-17
摘要: 工程和科學(xué)領(lǐng)域中的優(yōu)化問(wèn)題常常具有大量的約束限制,稱為約束優(yōu)化問(wèn)題.這類問(wèn)題要求算法有能力在可行域中尋找問(wèn)題的最優(yōu)解.本文針對(duì)約束優(yōu)化問(wèn)題提出一種集成多策略的差分進(jìn)化算法(Differential Evolution with Ensemble Multi-Strategies, EMSDE).首先,提出一種用于約束優(yōu)化的參數(shù)自適應(yīng)策略,利用歸一化罰函數(shù)作為權(quán)重引導(dǎo)參數(shù)自適應(yīng)地... (共10頁(yè))