Difference Equations and Machine Learning

Author:   Dušan Stipanović
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032009098


Pages:   143
Publication Date:   20 October 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Difference Equations and Machine Learning


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Author:   Dušan Stipanović
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032009098


ISBN 10:   303200909
Pages:   143
Publication Date:   20 October 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Linear Difference Equations.- Nonlinear Difference Equations.- Stability and Chaotic Behaviors of Difference Equations.- Control of Difference Equations.- Applications to Neural Networks and Machine Learning.- Conclusions.

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Author Information

Dušan Stipanović, Ph.D., is a Professor in the Coordinated Science Laboratory and Department of Industrial and Enterprise Systems Engineering at University of Illinois Urbana-Champaign.  He received his B.S. in Electrical Engineering from the University of Belgrade, Serbia and his M.S.E.E. and Ph.D. in Electrical Engineering from Santa Clara University, California.  Dr. Stipanović’s research interests include differential and difference equations, control and stability theory, neural networks, and differential games with applications in control of autonomous vehicles, machine learning and AI, precision agriculture, circuits, and medical robotics.

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