4.5 Article

Perron-Frobenius theorem for nonnegative multilinear forms and extensions

期刊

LINEAR ALGEBRA AND ITS APPLICATIONS
卷 438, 期 2, 页码 738-749

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.laa.2011.02.042

关键词

Perron-Frobenius theorem for nonnegative tensors; Convergence of the power algorithm

资金

  1. AIM
  2. Division Of Mathematical Sciences
  3. Direct For Mathematical & Physical Scien [1216393] Funding Source: National Science Foundation

向作者/读者索取更多资源

We prove an analog of Perron-Frobenius theorem for multilinear forms with nonnegative coefficients, and more generally, for polynomial maps with nonnegative coefficients. We determine the geometric convergence rate of the power algorithm to the unique normalized eigenvector. (C) 2011 Elsevier Inc. All rights reserved.

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