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A Continuous-Time Perspective on Accelerated Optimization and Control by Shyam Kamal

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Summary

Designed for advanced learners and researchers, the book delivers a rigorous exploration of continuous‑time formulations that underpin next‑generation optimization‑based control strategies.

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A Continuous-Time Perspective on Accelerated Optimization and Control by Shyam Kamal

Designed for advanced learners and researchers, the book delivers a rigorous exploration of continuous‑time formulations that underpin next‑generation optimization‑based control strategies. It emphasizes core topics such as gradient flows, Lyapunov stability, finite‑ and fixed‑time convergence, predefined‑time stability, and feedback optimization—precisely the themes central to contemporary research in dynamical optimization. The book blends theoretical development with practical insight, supported by worked examples, end‑of‑chapter references, and rich visualizations through 80 high‑quality colour figures. Readers gain a deep understanding of how continuous‑time models can be leveraged to design robust controllers with guaranteed convergence properties—even in constrained or time‑varying environments.

SKU Unavailable
ISBN 13 9783032316448
ISBN 10 3032316448
Title A Continuous-Time Perspective on Accelerated Optimization and Control
Author Shyam Kamal
Series Studies In Systems Decision And Control
Condition Unavailable
Binding Type Hardback
Publisher Springer Nature Switzerland AG
Year published 2026-09-14
Number of pages 97
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.