AdaSwarm: Augmenting gradient-based optimizers in deep learning with swarm intelligence

R Mohapatra, S Saha, CAC Coello… - … on Emerging Topics …, 2021 - ieeexplore.ieee.org
This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even
better performance than the Adam optimizer adopted in neural networks. In order to support …

AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence

R Mohapatra, S Saha, CAC Coello… - arXiv preprint arXiv …, 2020 - arxiv.org
This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even
better performance than the Adam optimizer adopted in neural networks. In order to support …

AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence

R Mohapatra, S Saha, CA Coello Coello… - arXiv e …, 2020 - ui.adsabs.harvard.edu
This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even
better performance than the Adam optimizer adopted in neural networks. In order to support …

[PDF][PDF] AdaSwarm: Augmenting Gradient-Based Optimizers in Deep learning with Swarm Intelligence

R Mohapatra, S Saha, CAC Coello, A Bhattacharya… - academia.edu
This paper introduces AdaSwarm, a novel gradientfree optimizer which has similar or even
better performance than the Adam optimizer adopted in neural networks. In order to support …

AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning with Swarm Intelligence

R Mohapatra, S Saha, CA Coello, A Bhattacharya… - 2022 - bird.bcamath.org
This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even
better performance than the Adam optimizer adopted in neural networks. In order to support …

[PDF][PDF] AdaSwarm: Augmenting Gradient-Based Optimizers in Deep learning with Swarm Intelligence

R Mohapatra, S Saha, CAC Coello, A Bhattacharya… - academia.edu
This paper introduces AdaSwarm, a novel gradientfree optimizer which has similar or even
better performance than the Adam optimizer adopted in neural networks. In order to support …