Nonsmooth Constrained Optimal Control on Infinite Horizon (Paperback)
Language: English
Published by Springer Nature Switzerland AG, Cham, 2026
- Softcover
- New
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Paperback. This book provides an introduction to nonsmooth constrained optimal control theory over infinite horizon, tackling the mathematical challenges that arise when classical finite-horizon methods prove inadequate. The work focuses on recent advances in handling nonsmooth time-dependent data and state constraintsscenarios that commonly arise in fields such as engineering, machine learning, and artificial intelligence.At its core, the book establishes foundational contributions, including viability results, extensions of Pontryagin's maximum principle to infinite horizons, regularity analysis of value functions, and necessary optimality conditions, with particular attention to transversality conditions and sensitivity relations. The analysis culminates in studying Hamilton-Jacobi-Bellman equations through weak solution notions suited to the nonsmooth framework.Written as a brief course, the book aims to provide graduate students and researchers with the mathematical tools needed to analyze optimal control problems over infinite time horizons, where standard approaches may not apply. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
Seller Inventory # 9783032089373
- Title
- Nonsmooth Constrained Optimal Control on Infinite Horizon (Paperback)
- Author
- Vincenzo Basco
- Publisher
- Springer Nature Switzerland AG, Cham
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 3032089379
- ISBN 13
- 9783032089373
This book provides an introduction to nonsmooth constrained optimal control theory over infinite horizon, tackling the mathematical challenges that arise when classical finite-horizon methods prove inadequate. The work focuses on recent advances in handling nonsmooth time-dependent data and state constraints—scenarios that commonly arise in fields such as engineering, machine learning, and artificial intelligence.
At its core, the book establishes foundational contributions, including viability results, extensions of Pontryagin's maximum principle to infinite horizons, regularity analysis of value functions, and necessary optimality conditions, with particular attention to transversality conditions and sensitivity relations. The analysis culminates in studying Hamilton-Jacobi-Bellman equations through weak solution notions suited to the nonsmooth framework.
Written as a brief course, the book aims to provide graduate students and researchers with the mathematical tools needed to analyze optimal control problems over infinite time horizons, where standard approaches may not apply.
"Synopsis" may belong to another edition of this title.
About the Author
Vincenzo Basco earned his M.S. degree in Pure and Applied Mathematics from the University of Rome Tor Vergata in 2015, and his Ph.D. in Mathematics from Sorbonne University, Paris, in 2019. From 2019 to 2020, he was a research fellow in optimal control theory at the Department of Electrical and Electronic Engineering, University of Melbourne, Australia. Between 2020 and 2024, he worked for a space systems company. He is currently with a multi-service company, where he leads the development of AI solutions. His primary research interests include optimal control theory, Hamilton–Jacobi–Bellman equations, nonsmooth analysis, and artificial intelligence.
"About the title" may belong to another edition of this title.
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