2010 Fiscal Year Final Research Report
Development of a High Efficiency Algorithm for Automatic Derivation of a Interaction Using Hybrid Mathematical Model
Project/Area Number |
20700144
|
Research Category |
Grant-in-Aid for Young Scientists (B)
|
Allocation Type | Single-year Grants |
Research Field |
Intelligent informatics
|
Research Institution | Waseda University |
Principal Investigator |
TANAKA Kouji Waseda University, 理工学術院, 講師 (30421225)
|
Project Period (FY) |
2008 – 2010
|
Keywords | 質量作用則 / S-system / 数値最適化 / 遺伝的プログラミング / 遺伝的アルゴリズム |
Research Abstract |
We proposed hybrid mathematical model which fused each advantage of Mass-action model and S-system model. Concretely, the first stage of optimization infers the outline of network structure by using S-system model and genetic algorithm as a mathematical model and optimization method, respectively. The second stage of optimization uses a result of the first stage as a constraint condition, and infers detailed network structure by using Mass-action model and genetic programming as a mathematical model and optimization method, respectively. We developed a prototype by implementing our method, and evaluated the effectiveness of our method.
|
Research Products
(1 results)