Title
Leximin Multiple Objective Optimization For Preferences Of Agents
Abstract
We address a variation of Multiple Objective Distributed Constraint Optimization Problems (MODCOPs). In the conventional MODCOPs, a few objectives are globally defined and agents cooperate to find the Pareto optimal solution. On the other hand, in several practical problems, the share of each agent is important. Such shares are represented as preference values of agents. This class of problems is defined as theMODCOP on the preferences of agents. Particularly, we focus on the optimization problems based on the leximin ordering (Leximin AMODCOPs), which improves the equality among agents. The solution methods based on pseudo trees are applied to the Leximin AMODCOPs.
Year
DOI
Venue
2014
10.1007/978-3-319-13191-7_34
PRIMA 2014: PRINCIPLES AND PRACTICE OF MULTI-AGENT SYSTEMS
Keywords
Field
DocType
leximin, preference, multiple objectives, Distributed Constraint Optimization, multiagent, cooperation
Mathematical optimization,Distributed constraint optimization problem,Computer science,Pareto optimal,Distributed constraint optimization,Optimization problem
Conference
Volume
ISSN
Citations 
8861
0302-9743
1
PageRank 
References 
Authors
0.34
14
5
Name
Order
Citations
PageRank
Toshihiro Matsui138062.51
Marius C. Silaghi237547.09
Katsutoshi Hirayama347244.79
Makoto Yokoo43632421.99
Hiroshi Matsuo54710.97