A class of algorithms for distributed constraint optimization:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
IOS Press
©2009
|
| Schriftenreihe: | Frontiers in artificial intelligence and applications
v. 194 Frontiers in artificial intelligence and applications |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references Preliminaries and background -- Distributed constraint optimization problems -- Background -- The DPOP algorithm -- DPOP : a dynamic programming optimization protocol for DCOP -- H-DPOP : compacting UTIL messages with consistency techniques -- Tradeoffs -- Tradeoffs between memory/message size and number of messages -- Tradeoffs between memory/message size and solution quality -- PC-DPOP : tradeoffs between memory/message size and centralization -- Dynamics -- Dynamic problem solving with self stabilizing algorithms -- Solution stability in dynamically evolving optimization problems -- Self-interest -- Distributed VCG mechanisms for systems with self-interested users -- Budget balance Addresses three major issues that arise in Distributed Constraint Optimization Problems (DCOP): efficient optimization algorithms, dynamic and open environments, and manipulations from self-interested users. This book introduces a series of DCOP algorithms, which are based on dynamic programming |
| Beschreibung: | 1 Online-Ressource (xxiii, 274 pages) |
| ISBN: | 1441616632 1607504189 9781441616630 9781607504184 |
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Datensatz im Suchindex
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| spelling | Petcu, Adrian Verfasser aut A class of algorithms for distributed constraint optimization Adrian Petcu Amsterdam IOS Press ©2009 1 Online-Ressource (xxiii, 274 pages) txt rdacontent c rdamedia cr rdacarrier Frontiers in artificial intelligence and applications v. 194 Frontiers in artificial intelligence and applications Includes bibliographical references Preliminaries and background -- Distributed constraint optimization problems -- Background -- The DPOP algorithm -- DPOP : a dynamic programming optimization protocol for DCOP -- H-DPOP : compacting UTIL messages with consistency techniques -- Tradeoffs -- Tradeoffs between memory/message size and number of messages -- Tradeoffs between memory/message size and solution quality -- PC-DPOP : tradeoffs between memory/message size and centralization -- Dynamics -- Dynamic problem solving with self stabilizing algorithms -- Solution stability in dynamically evolving optimization problems -- Self-interest -- Distributed VCG mechanisms for systems with self-interested users -- Budget balance Addresses three major issues that arise in Distributed Constraint Optimization Problems (DCOP): efficient optimization algorithms, dynamic and open environments, and manipulations from self-interested users. This book introduces a series of DCOP algorithms, which are based on dynamic programming COMPUTERS / Reference bisacsh COMPUTERS / Machine Theory bisacsh COMPUTERS / Computer Literacy bisacsh COMPUTERS / Information Technology bisacsh COMPUTERS / Data Processing bisacsh COMPUTERS / Computer Science bisacsh COMPUTERS / Hardware / General bisacsh Constraint programming (Computer science) fast Informatik Constraint programming (Computer science) Optimierung (DE-588)4043664-0 gnd rswk-swf Verteilter Algorithmus (DE-588)4200453-6 gnd rswk-swf Constraint-Programmierung (DE-588)4567206-4 gnd rswk-swf 1\p (DE-588)4113937-9 Hochschulschrift gnd-content Constraint-Programmierung (DE-588)4567206-4 s Optimierung (DE-588)4043664-0 s Verteilter Algorithmus (DE-588)4200453-6 s 2\p DE-604 IOS Press Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=281431 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Petcu, Adrian A class of algorithms for distributed constraint optimization COMPUTERS / Reference bisacsh COMPUTERS / Machine Theory bisacsh COMPUTERS / Computer Literacy bisacsh COMPUTERS / Information Technology bisacsh COMPUTERS / Data Processing bisacsh COMPUTERS / Computer Science bisacsh COMPUTERS / Hardware / General bisacsh Constraint programming (Computer science) fast Informatik Constraint programming (Computer science) Optimierung (DE-588)4043664-0 gnd Verteilter Algorithmus (DE-588)4200453-6 gnd Constraint-Programmierung (DE-588)4567206-4 gnd |
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| title | A class of algorithms for distributed constraint optimization |
| title_auth | A class of algorithms for distributed constraint optimization |
| title_exact_search | A class of algorithms for distributed constraint optimization |
| title_full | A class of algorithms for distributed constraint optimization Adrian Petcu |
| title_fullStr | A class of algorithms for distributed constraint optimization Adrian Petcu |
| title_full_unstemmed | A class of algorithms for distributed constraint optimization Adrian Petcu |
| title_short | A class of algorithms for distributed constraint optimization |
| title_sort | a class of algorithms for distributed constraint optimization |
| topic | COMPUTERS / Reference bisacsh COMPUTERS / Machine Theory bisacsh COMPUTERS / Computer Literacy bisacsh COMPUTERS / Information Technology bisacsh COMPUTERS / Data Processing bisacsh COMPUTERS / Computer Science bisacsh COMPUTERS / Hardware / General bisacsh Constraint programming (Computer science) fast Informatik Constraint programming (Computer science) Optimierung (DE-588)4043664-0 gnd Verteilter Algorithmus (DE-588)4200453-6 gnd Constraint-Programmierung (DE-588)4567206-4 gnd |
| topic_facet | COMPUTERS / Reference COMPUTERS / Machine Theory COMPUTERS / Computer Literacy COMPUTERS / Information Technology COMPUTERS / Data Processing COMPUTERS / Computer Science COMPUTERS / Hardware / General Constraint programming (Computer science) Informatik Optimierung Verteilter Algorithmus Constraint-Programmierung Hochschulschrift |
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