Article
A Dynamic Adaptive Weighted Differential Evolutionary Algorithm.
Computational intelligence and neuroscience - 1 Jan 2022
Wu Kaijun, Liu Zhengnan, Ma Ning, Wang Dicong
Abstract excerpt
This study proposed a dynamic adaptive weighted differential evolution (DAWDE) algorithm to solve the problems of differential evolution (DE) algorithm such as long search time, easy stagnation, and local optimal solution. First, adaptive adjustment strategies of scaling factor and crossover factor are proposed, which are utilized to dynamically balance the global and local search, and avoid premature...
Topics
- Algorithms
- Computer Simulation
- Humans
- Mutation
- Research Design