A study of generating distributed cooperative problem solver for practical and dynamic environments
Project/Area Number |
22700144
|
Research Category |
Grant-in-Aid for Young Scientists (B)
|
Allocation Type | Single-year Grants |
Research Field |
Intelligent informatics
|
Research Institution | Nagoya Institute of Technology |
Principal Investigator |
|
Project Period (FY) |
2010 – 2012
|
Project Status |
Completed (Fiscal Year 2012)
|
Budget Amount *help |
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
|
Keywords | 探索・論理・推論アルゴリズム / 分散協調問題解決 / 協調問題解決 / マルチエージェント / 分散制約最適化 / 人工知能 / アルゴリズム |
Research Abstract |
We studied several techniques to improve distributed cooperative optimization methods. How to apply the solution methods to complex situations including dynamic environments and how to integrate distributed algorithms into appropriate solution methods have been mainly investigated. We analyzed the substantial representations of the distributed constraint optimization problems and their solution methods. Based on the above investigations, improved solution methods have been developed. We also applied cooperative optimization methods to resource allocation problems on the resource supply networks where the equality of the agents and the sequence of the allocation problems are considered.
|
Report
(4 results)
Research Products
(33 results)