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portada Control and Optimization Methods for Complex System Resilience
Type
Physical Book
Author
Publisher
Language
English
Pages
206
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.4 cm
Weight
0.50 kg.
ISBN13
9789819930524
Categories

Control and Optimization Methods for Complex System Resilience

Chao Zhai (Author) · Springer · Hardcover

Control and Optimization Methods for Complex System Resilience - Zhai, Chao

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Synopsis "Control and Optimization Methods for Complex System Resilience"

This book provides a systematic framework to enhance the ability of complex dynamical systems in risk identification, security assessment, system protection, and recovery with the assistance of advanced control and optimization technologies. By treating external disturbances as control inputs, optimal control approach is employed to identify disruptive disturbances, and online security assessment is conducted with Gaussian process and converse Lyapunov function. Model predictive approach and distributed optimization strategy are adopted to protect the complex system against critical contingencies. Moreover, the reinforcement learning method ensures the efficient restoration of complex systems from severe disruptions. This book is meant to be read and studied by researchers and graduates. It offers unique insights and practical methodology into designing and analyzing complex dynamical systems for resilience elevation.

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