Soft Computing Approach for Mathematical Modeling of Engineering Problems

10 Evolutionary Computing and Swarm Intelligence for Hyper Parameters Optimization Problem in Convolutional Neural Networks

Senthil kumar Mohan¹, A John², and Ananth kumar Tamilarasan³

¹School of Information Technology and Engineering, VIT University, Vellore, India

²School of Computing Science and Engineering, Galgotias University, Greater Noida, India

³Dept of Computer Science and Engineering, IFET College of Engineering, Tamil Nadu, India

10.1 Introduction

The convolutional neural network (CNN) along with the unsupervised method, is introduced. It relies based on the variable which is used on the neighborhood search approach for improving the classification performance during hyperparameter tuning of the CNN architectures. The network ...