Distributed optimization, game and learning algorithms: theory and applications in smart grid systems
This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for...
Gespeichert in:
| Beteiligte Personen: | , , |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Singapore, Singapore
Springer
[2021]
|
| Schlagwörter: | |
| Zusammenfassung: | This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for the researcher and engineer who uses distributed optimization, game and learning theory in fields like dynamic economic dispatch, demand response management and PHEV routing of smart grids |
| Beschreibung: | Cooperative Distributed Optimization in Multiagent Networks with Delays.- Constrained Consensus of Multi-Agent Systems with Time-Varying Topology.- Distributed Optimization under Inequality Constraints and Random Projections.- Accelerated Distributed Optimization over Digraphs with Stochastic Matrices.- Linear Convergence for Constrained Optimization over Time-Varying Digraphs.- Stochastic Gradient-Push for Economic Dispatch on Time-Varying Digraphs.- Reinforcement Learning in Energy Trading Game Among Smart Microgrids.- Reinforcement Learning for Constrained Games with Incomplete Information.- Reinforcement Learning for PHEV Route Choice based on Congestion Game |
| Umfang: | xvii, 217 Seiten Illustrationen, Diagramme 524 grams |
| ISBN: | 9789813345270 |
Internformat
MARC
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| 100 | 1 | |a Wang, Huiwei |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Distributed optimization, game and learning algorithms |b theory and applications in smart grid systems |c Huiwei Wang, Huaqing Li, Bo Zhou |
| 264 | 1 | |a Singapore, Singapore |b Springer |c [2021] | |
| 300 | |a xvii, 217 Seiten |b Illustrationen, Diagramme |c 524 grams | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 500 | |a Cooperative Distributed Optimization in Multiagent Networks with Delays.- Constrained Consensus of Multi-Agent Systems with Time-Varying Topology.- Distributed Optimization under Inequality Constraints and Random Projections.- Accelerated Distributed Optimization over Digraphs with Stochastic Matrices.- Linear Convergence for Constrained Optimization over Time-Varying Digraphs.- Stochastic Gradient-Push for Economic Dispatch on Time-Varying Digraphs.- Reinforcement Learning in Energy Trading Game Among Smart Microgrids.- Reinforcement Learning for Constrained Games with Incomplete Information.- Reinforcement Learning for PHEV Route Choice based on Congestion Game | ||
| 520 | |a This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for the researcher and engineer who uses distributed optimization, game and learning theory in fields like dynamic economic dispatch, demand response management and PHEV routing of smart grids | ||
| 650 | 4 | |a Power electronics | |
| 650 | 4 | |a Game theory | |
| 650 | 4 | |a Mathematical optimization | |
| 650 | 4 | |a Engineering | |
| 653 | |a Elektronik, Elektrotechnik, Nachrichtentechnik | ||
| 700 | 1 | |a Li, Huaqing |e Verfasser |4 aut | |
| 700 | 1 | |a Zhou, Bo |e Verfasser |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-981-33-4528-7 |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-032560341 | |
Datensatz im Suchindex
| _version_ | 1818987727246327808 |
|---|---|
| any_adam_object | |
| author | Wang, Huiwei Li, Huaqing Zhou, Bo |
| author_facet | Wang, Huiwei Li, Huaqing Zhou, Bo |
| author_role | aut aut aut |
| author_sort | Wang, Huiwei |
| author_variant | h w hw h l hl b z bz |
| building | Verbundindex |
| bvnumber | BV047154616 |
| ctrlnum | (OCoLC)1249678774 (DE-599)BVBBV047154616 |
| format | Book |
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| id | DE-604.BV047154616 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T19:11:17Z |
| institution | BVB |
| isbn | 9789813345270 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032560341 |
| oclc_num | 1249678774 |
| open_access_boolean | |
| owner | DE-29T |
| owner_facet | DE-29T |
| physical | xvii, 217 Seiten Illustrationen, Diagramme 524 grams |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | Springer |
| record_format | marc |
| spelling | Wang, Huiwei Verfasser aut Distributed optimization, game and learning algorithms theory and applications in smart grid systems Huiwei Wang, Huaqing Li, Bo Zhou Singapore, Singapore Springer [2021] xvii, 217 Seiten Illustrationen, Diagramme 524 grams txt rdacontent n rdamedia nc rdacarrier Cooperative Distributed Optimization in Multiagent Networks with Delays.- Constrained Consensus of Multi-Agent Systems with Time-Varying Topology.- Distributed Optimization under Inequality Constraints and Random Projections.- Accelerated Distributed Optimization over Digraphs with Stochastic Matrices.- Linear Convergence for Constrained Optimization over Time-Varying Digraphs.- Stochastic Gradient-Push for Economic Dispatch on Time-Varying Digraphs.- Reinforcement Learning in Energy Trading Game Among Smart Microgrids.- Reinforcement Learning for Constrained Games with Incomplete Information.- Reinforcement Learning for PHEV Route Choice based on Congestion Game This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for the researcher and engineer who uses distributed optimization, game and learning theory in fields like dynamic economic dispatch, demand response management and PHEV routing of smart grids Power electronics Game theory Mathematical optimization Engineering Elektronik, Elektrotechnik, Nachrichtentechnik Li, Huaqing Verfasser aut Zhou, Bo Verfasser aut Erscheint auch als Online-Ausgabe 978-981-33-4528-7 |
| spellingShingle | Wang, Huiwei Li, Huaqing Zhou, Bo Distributed optimization, game and learning algorithms theory and applications in smart grid systems Power electronics Game theory Mathematical optimization Engineering |
| title | Distributed optimization, game and learning algorithms theory and applications in smart grid systems |
| title_auth | Distributed optimization, game and learning algorithms theory and applications in smart grid systems |
| title_exact_search | Distributed optimization, game and learning algorithms theory and applications in smart grid systems |
| title_full | Distributed optimization, game and learning algorithms theory and applications in smart grid systems Huiwei Wang, Huaqing Li, Bo Zhou |
| title_fullStr | Distributed optimization, game and learning algorithms theory and applications in smart grid systems Huiwei Wang, Huaqing Li, Bo Zhou |
| title_full_unstemmed | Distributed optimization, game and learning algorithms theory and applications in smart grid systems Huiwei Wang, Huaqing Li, Bo Zhou |
| title_short | Distributed optimization, game and learning algorithms |
| title_sort | distributed optimization game and learning algorithms theory and applications in smart grid systems |
| title_sub | theory and applications in smart grid systems |
| topic | Power electronics Game theory Mathematical optimization Engineering |
| topic_facet | Power electronics Game theory Mathematical optimization Engineering |
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