Verfügbarkeit: Submodularity in dynamics and control of networked systems

Submodularity in dynamics and control of networked systems:

Gespeichert in:

Bibliographische Detailangaben
1. Verfasser:	Clark, Andrew (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	[Cham] Springer [2016]
Schriftenreihe:	Communications and control engineering
Schlagworte:	Engineering System theory Control engineering Electrical engineering Control Systems Theory, Control Communications Engineering, Networks Ingenieurwissenschaften
Online-Zugang:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online Ressource
ISBN:	9783319269771
DOI:	10.1007/978-3-319-26977-1

Internformat

MARC


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Datensatz im Suchindex

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adam_text	SUBMODULARITY IN DYNAMICS AND CONTROL OF NETWORKED SYSTEMS / CLARK, ANDREW : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS PART I: SUBMODULAR FUNCTIONS AND OPTIMIZATION SUBMODULAR FUNCTIONS AND MATROIDS CENTRALIZED SUBMODULAR MAXIMIZATION DISTRIBUTED SUBMODULAR MAXIMIZATION SUBMODULARITY IN DYNAMICS AND CONTROL BACKGROUND ON CONTROL OF NETWORKED SYSTEMS SUBMODULAR OPTIMIZATION FOR SMOOTH CONVERGENCE IN NETWORKED SYSTEMS SELECTING CATALYST NODES FOR SYNCHRONIZATION INPUT SELECTION FOR ROBUSTNESS TO NOISE INPUT NODE SELECTION UNDER NOISE INJECTION ATTACKS INPUT NODE SELECTION FOR JOINT PERFORMANCE AND CONTROLLABILITY DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. SUBMODULARITY IN DYNAMICS AND CONTROL OF NETWORKED SYSTEMS / CLARK, ANDREW : 2016 ABSTRACT / INHALTSTEXT THIS BOOK PRESENTS A FRAMEWORK FOR THE CONTROL OF NETWORKED SYSTEMS UTILIZING SUBMODULAR OPTIMIZATION TECHNIQUES. THE MAIN FOCUS IS ON SELECTING INPUT NODES FOR THE CONTROL OF NETWORKED SYSTEMS, AN INHERENTLY DISCRETE OPTIMIZATION PROBLEM WITH APPLICATIONS IN POWER SYSTEM STABILITY, SOCIAL INFLUENCE DYNAMICS, AND THE CONTROL OF VEHICLE FORMATIONS. THE FIRST PART OF THE BOOK IS DEVOTED TO BACKGROUND INFORMATION ON SUBMODULAR FUNCTIONS, MATROIDS, AND SUBMODULAR OPTIMIZATION, AND PRESENTS ALGORITHMS FOR DISTRIBUTED SUBMODULAR OPTIMIZATION THAT ARE SCALABLE TO LARGE NETWORKED SYSTEMS. IN TURN, THE SECOND PART DEVELOPS A UNIFYING SUBMODULAR OPTIMIZATION APPROACH TO CONTROLLING NETWORKED SYSTEMS BASED ON MULTIPLE PERFORMANCE AND CONTROLLABILITY CRITERIA. TECHNIQUES ARE INTRODUCED FOR SELECTING INPUT NODES TO ENSURE SMOOTH CONVERGENCE, SYNCHRONIZATION, AND ROBUSTNESS TO ENVIRONMENTAL AND ADVERSARIAL NOISE. SUBMODULAR OPTIMIZATION IS THE FIRST UNIFYING APPROACH TOWARDS GUARANTEEING BOTH PERFORMANCE AND CONTROLLABILITY WITH PROVABLE OPTIMALITY BOUNDS IN STATIC AS WELL AS TIME-VARYING NETWORKS. THROUGHOUT THE TEXT, THE SUBMODULAR FRAMEWORK IS ILLUSTRATED WITH THE HELP OF NUMERICAL EXAMPLES AND APPLICATION-BASED CASE STUDIES IN BIOLOGICAL, ENERGY AND VEHICULAR SYSTEMS. THE BOOK EFFECTIVELY COMBINES TWO AREAS OF GROWING INTEREST, AND WILL BE ESPECIALLY USEFUL FOR RESEARCHERS IN CONTROL THEORY, APPLIED MATHEMATICS, NETWORKING OR MACHINE LEARNING WITH EXPERIENCE IN SUBMODULAR OPTIMIZATION BUT WHO ARE LESS FAMILIAR WITH THE PROBLEMS AND TOOLS AVAILABLE FOR NETWORKED SYSTEMS (OR VICE VERSA). IT WILL ALSO BENEFIT GRADUATE STUDENTS, OFFERING CONSISTENT TERMINOLOGY AND NOTATION THAT GREATLY REDUCES THE INITIAL EFFORT ASSOCIATED WITH BEGINNING A COURSE OF STUDY IN A NEW AREA DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series2	Communications and control engineering
spellingShingle	Clark, Andrew Submodularity in dynamics and control of networked systems Engineering System theory Control engineering Electrical engineering Control Systems Theory, Control Communications Engineering, Networks Ingenieurwissenschaften
title	Submodularity in dynamics and control of networked systems
title_auth	Submodularity in dynamics and control of networked systems
title_exact_search	Submodularity in dynamics and control of networked systems
title_full	Submodularity in dynamics and control of networked systems Andrew Clark, Basel Alomair, Linda Bushnell, Radha Poovendran
title_fullStr	Submodularity in dynamics and control of networked systems Andrew Clark, Basel Alomair, Linda Bushnell, Radha Poovendran
title_full_unstemmed	Submodularity in dynamics and control of networked systems Andrew Clark, Basel Alomair, Linda Bushnell, Radha Poovendran
title_short	Submodularity in dynamics and control of networked systems
title_sort	submodularity in dynamics and control of networked systems
topic	Engineering System theory Control engineering Electrical engineering Control Systems Theory, Control Communications Engineering, Networks Ingenieurwissenschaften
topic_facet	Engineering System theory Control engineering Electrical engineering Control Systems Theory, Control Communications Engineering, Networks Ingenieurwissenschaften
url	https://doi.org/10.1007/978-3-319-26977-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028729803&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028729803&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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