A Continuous-Time Perspective on Accelerated Optimization and Control
Overview
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.
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Details
- ISBN-13: 9783032316448
- ISBN-10: 3032316448
- Publisher: Springer
- Publish Date: August 2026
- Dimensions: 9.21 x 6.14 x 0.31 inches
- Shipping Weight: 0.78 pounds
- Page Count: 97
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