Selection of Step-Size Parameter in Neural Networks for Dual Linear Programming(Neural Networks and Bioengineering)
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概要
- 論文の詳細を見る
The paper first researches the properties of neural networks in the framework of the dual linear programming theory, then discusses the variation range of a Hessian matrix associated to dual linear programming problems. By means of eigenvalues method, a Lipschitz constant based formula for determining the algorithm step-size is presented. Two examples are given to show that the proposed formula is efficacious.
- 社団法人電子情報通信学会の論文
- 2005-02-01
著者
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Pei Shaojing
Dalian University
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Pei Bingnan
Faculty Of The School Of Information Engineering Dalian University