A class of algorithms for distributed constraint optimization /
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.
Clasificación: | Libro Electrónico |
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Autor principal: | |
Autor Corporativo: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Amsterdam :
IOS Press,
©2009.
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Colección: | Frontiers in artificial intelligence and applications ;
v. 194. Frontiers in artificial intelligence and applications. Dissertations in artificial intelligence. |
Temas: | |
Acceso en línea: | Texto completo |
MARC
LEADER | 00000cam a2200000 a 4500 | ||
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001 | EBSCO_ocn491258042 | ||
003 | OCoLC | ||
005 | 20231017213018.0 | ||
006 | m o d | ||
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008 | 091221s2009 ne a ob 000 0 eng d | ||
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100 | 1 | |a Petcu, Adrian. | |
245 | 1 | 2 | |a A class of algorithms for distributed constraint optimization / |c Adrian Petcu. |
260 | |a Amsterdam : |b IOS Press, |c ©2009. | ||
300 | |a 1 online resource (xxiii, 274 pages) : |b illustrations | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a Frontiers in artificial intelligence and applications. |a Dissertations in artificial intelligence ; |v v. 194 | |
504 | |a Includes bibliographical references. | ||
505 | 0 | |a 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. | |
520 | |a 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. | ||
588 | 0 | |a Print version record. | |
590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
650 | 0 | |a Constraint programming (Computer science) | |
650 | 6 | |a Programmation par contraintes. | |
650 | 7 | |a COMPUTERS |x Reference. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Machine Theory. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Computer Literacy. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Information Technology. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Data Processing. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Computer Science. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Hardware |x General. |2 bisacsh | |
650 | 7 | |a Constraint programming (Computer science) |2 fast |0 (OCoLC)fst00875873 | |
710 | 2 | |a IOS Press. | |
776 | 0 | 8 | |i Print version: |a Petcu, Adrian. |t Class of algorithms for distributed constraint optimization. |d Amsterdam : IOS Press, ©2009 |z 9781586039899 |z 158603989X |w (OCoLC)326466102 |
830 | 0 | |a Frontiers in artificial intelligence and applications ; |v v. 194. | |
830 | 0 | |a Frontiers in artificial intelligence and applications. |p Dissertations in artificial intelligence. | |
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