Article
Constrained evolutionary optimization by means of (μ + λ)-differential evolution and improved adaptive trade-off model.
Evolutionary computation - 1 Jan 2011
Wang Yong, Cai Zixing
Abstract excerpt
This paper proposes a (μ + λ)-differential evolution and an improved adaptive trade-off model for solving constrained optimization problems. The proposed (μ + λ)-differential evolution adopts three mutation strategies (i.e., rand/1 strategy, current-to-best/1 strategy, and rand/2 strategy) and binomial crossover to generate the offspring population. Moreover, the current-to-best/1 strategy has been improved in...
Topics
- Algorithms
- Animals
- Biological Evolution
- Models, Genetic
- Mutation