Soft-constrained stochastic Nash games for weakly coupled large-scale systems

Automatica 45 巻 5 号 1272-1279 頁 2009 発行
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タイトル ( eng )
Soft-constrained stochastic Nash games for weakly coupled large-scale systems
作成者
収録物名
Automatica
45
5
開始ページ 1272
終了ページ 1279
抄録
In this paper, we discuss infinite-horizon soft-constrained stochastic Nash games involving state-dependent noise in weakly coupled large-scale systems. First, we formulate linear quadratic differential games in which robustness is attained against model uncertainty. It is noteworthy that this is the first time conditions for the existence of robust equilibria have been derived based on the solutions of sets of cross-coupled stochastic algebraic Riccati equations (CSAREs). After establishing an asymptotic structure with positive definiteness for CSAREs solutions, we derive a recursive algorithm by means of Newton's method so that it can be used to obtain solutions for CSAREs. As another important feature, we propose a high-order approximate Nash strategy based on iterative solutions. Finally, we provide a numerical example to verify the efficiency of the proposed algorithms.
著者キーワード
weakly coupled large-scale systems
soft-constrained stochastic Nash games
computational algorithm
NDC分類
機械工学 [ 530 ]
言語
英語
資源タイプ 学術雑誌論文
出版者
Elsevier Ltd
発行日 2009
権利情報
Copyright (c) 2009 Elsevier Ltd
出版タイプ Author’s Original(十分な品質であるとして、著者から正式な査読に提出される版)
アクセス権 オープンアクセス
収録物識別子
[ISSN] 0005-1098
[DOI] 10.1016/j.automatica.2008.12.020
[NCID] AA00556488
[DOI] http://dx.doi.org/10.1016/j.automatica.2008.12.020 ~の異版である