عنوان
پدید آورنده
موضوع
رده
QA76.612 .P48 2009eb
QA76
.
612
.
P48
2009eb
کتابخانه
محل استقرار
1441616632
1607504189
9781441616630
9781607504184
9781586039899
b801632
A class of algorithms for distributed constraint optimization /
[Book]
Adrian Petcu.
Amsterdam :
IOS Press,
©2009.
1 online resource (xxiii, 274 pages) :
illustrations
Dissertations in artificial intelligence ;
v. 194
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.
0
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.
IOS Press
978-1-58603-989-9
Class of algorithms for distributed constraint optimization.
158603989X
Constraint programming (Computer science)
COMPUTERS-- Computer Literacy.
COMPUTERS-- Computer Science.
COMPUTERS-- Data Processing.
COMPUTERS-- Hardware-- General.
COMPUTERS-- Information Technology.
COMPUTERS-- Machine Theory.
COMPUTERS-- Reference.
Constraint programming (Computer science)
COM-- COM004000
004
22
QA76
.
612
.
P48
2009eb
Petcu, Adrian.
IOS Press.
20201207141318.0
pn
مطالعه متن کتاب [Book]
Y
