Screen LibraryNetwork optimization methods in passivity-based cooperative control /
This book establishes an important mathematical connection between cooperative control problems and network optimization problems. It shows that many cooperative control problems can in fact be understood, under certain passivity assumptions, using a pair of static network optimization problems. Mer...
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| Main Authors: | |
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| Published: |
Springer,
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| Publisher Address: | Cham : |
| Publication Dates: | [2021] |
| Literature type: | Book |
| Language: | English |
| Series: |
Springer theses,
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| Subjects: | |
| Summary: |
This book establishes an important mathematical connection between cooperative control problems and network optimization problems. It shows that many cooperative control problems can in fact be understood, under certain passivity assumptions, using a pair of static network optimization problems. Merging notions from passivity theory and network optimization, it describes a novel network optimization approach that can be applied to the synthesis of controllers for diffusively-coupled networks of passive (or passivity-short) dynamical systems. It also introduces a data-based, model-free approach for the synthesis of network controllers for multi-agent systems with passivity-short agents. Further, the book describes a method for monitoring link faults in multi-agent systems using passivity theory and graph connectivity. It reports on some practical case studies describing the effectivity of the developed approaches in vehicle networks. All in all, this book offers an extensive source of information and novel methods in the emerging field of multi-agent cooperative control, paving the way to future developments of autonomous systems for various application domains. |
| Item Description: | "Doctoral thesis accepted by Technion -- Israel Institute of Technology, Haifa, Israel." |
| Carrier Form: | xx, 235 pages : illustrations ; 24 cm. |
| Bibliography: | Includes bibliographical references. |
| ISBN: |
9783030729905 3030729907 9783030729912 3030729915 |
| Index Number: | QA76 |
| CLC: | TP312 |
| Call Number: | TP312/S531-1 |
| Contents: | Introduction -- A Network Optimization Framework for MIMO Systems -- A Network Optimization Framework for Passive-Short Agents -- A Network Optimization Framework for Controller Synthesis -- Applications of the Network Optimization Framework in Data-Driven Control. |