Swarm gradient dynamics for global optimization: the mean-field limit case.
Jérôme BolteLaurent MicloStéphane VilleneuvePublished in: Math. Program. (2024)
Keyphrases
- global optimization
- particle swarm optimization
- deterministic annealing
- ant colony algorithm
- global optima
- em algorithm
- constrained global optimization
- particle swarm optimization algorithm
- swarm intelligence
- pso algorithm
- collective behavior
- markov random field
- evolutionary programming
- inverse problems
- search capabilities
- global solution
- genetic algorithm
- particle swarm
- gradient field
- fixed point
- optimization problems
- image completion