A spherical evolution algorithm with two-stage search for global optimization and real-world problems.
Yirui WangZonghui CaiLijun GuoGuoqing LiYang YuShangce GaoPublished in: Inf. Sci. (2024)
Keyphrases
- global optimization
- global search
- search space
- particle swarm optimization
- ant colony algorithm
- real world
- benchmark problems
- global solution
- search strategy
- dynamic programming
- search algorithm
- optimal solution
- search efficiency
- particle swarm optimization algorithm
- solution space
- constrained global optimization
- data clustering
- energy function
- cost function
- search methods
- em algorithm
- maximum likelihood
- theoretical guarantees
- global optima
- mathematical model
- globally optimal
- probabilistic model
- evolutionary programming
- objective function
- global optimality
- genetic algorithm