Solution of a nonsymmetric algebraic Riccati equation from a one-dimensional multistate transport model

被引:5
|
作者
Li, Tiexiang [1 ]
Chu, Eric King-Wah [2 ]
Juang, Jong [3 ]
Lin, Wen-Wei [4 ,5 ]
机构
[1] Southeast Univ, Dept Math, Nanjing 211189, Peoples R China
[2] Monash Univ, Sch Math Sci, Clayton, Vic 3800, Australia
[3] Natl Chiao Tung Univ, Dept Appl Math, Hsinchu 300, Taiwan
[4] Natl Taiwan Univ, Dept Math, Taipei 10617, Taiwan
[5] Natl Taiwan Univ, Ctr Math Modelling & Sci Comp, Ctr Theoret Sci, Taipei 10617, Taiwan
基金
美国国家科学基金会;
关键词
algebraic Riccati equation; doubling algorithm; fixed-point iteration; Newton's method; reflection; transport theory; DOUBLING-ALGORITHM;
D O I
10.1093/imanum/drq034
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
For the steady-state solution of a differential equation from a one-dimensional multistate model in transport theory, we shall derive and study a nonsymmetric algebraic Riccati equation B- -XF- -F+ X + XB+X = 0, where F-+/- = (I -F) D-+/- and B-+/- = BD +/- with positive diagonal matrices D-+/- and possibly low-ranked matrices F and B. We prove the existence of the minimal positive solution X* under a set of physically reasonable assumptions and study its numerical computation by fixed-point iteration, Newton's method and the doubling algorithm. We shall also study several special cases. For example when B and F are low ranked then X* = Gamma circle(Sigma(i=1UiViT)-U-r) with low-ranked U-i and V-i that can be computed using more efficient iterative processes. Numerical examples will be given to illustrate our theoretical results.
引用
收藏
页码:1453 / 1467
页数:15
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