AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence.
Rohan MohapatraSnehanshu SahaCarlos A. Coello CoelloAnwesh BhattacharyaSoma S. DhavalaSriparna SahaPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2022)
Keyphrases
- swarm intelligence
- deep learning
- unsupervised feature learning
- particle swarm optimization
- machine learning
- ant colony optimization
- unsupervised learning
- computational intelligence
- evolutionary computation
- particle swarm optimization pso
- social behavior
- collective behavior
- ant colonies
- weakly supervised
- swarm optimization
- swarm robotics
- theoretical and empirical study
- mental models
- optimization methods
- social insects
- neural network
- evolutionary algorithm
- foraging behavior
- higher order
- artificial intelligence
- learning algorithm