A critical take on the role of random and local search-oriented components of modern computational intelligence-based optimization algorithms.
Babak Zolghadr-AsliPublished in: Soft Comput. (2024)
Keyphrases
- computational intelligence
- optimization problems
- combinatorial optimization
- computational cost
- discrete optimization
- optimization methods
- stochastic search
- decision making
- significant improvement
- computationally efficient
- multidisciplinary design optimization
- stochastic gradient
- evolution strategy
- worst case
- search space
- artificial neural networks
- lower bound