Mathematical Methods in Dynamical Systems

14Curriculum Learning-Based Approach to Design an Unsupervised Neural Model for Solving Emden–Fowler Type Equations of Third Order

Arup Kumar Sahoo and S. Chakraverty

DOI: 10.1201/9781003328032-14

Contents

• 14.1 Introduction

• 14.2 Curriculum Learning

• 14.3 Preliminaries of Artificial Neural Network

• 14.4 Emden–Fowler Equation

  • 14.4.1 Case I

  • 14.4.2 Case II

• 14.5 Formulation for System of First-Order Differential Equations

• 14.6 Simulation Results

  • 14.6.1 Problem 1

  • 14.6.2 Problem 2

• 14.7 Conclusion

• Acknowledgement

• References

14.1 INTRODUCTION

Artificial Neural Network (ANN) has become the focus of numerous researchers owing to its growing applications in diverse fields of science and technology. In recent years, there has been a flurry of research ...