“Backward differential flow” may not converge to a global minimizer of polynomials

Date

2015

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Source Title

Journal of Optimization Theory and Applications

Print ISSN

0022-3239

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Springer New York LLC

Volume

167

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1

Pages

401 - 408

Language

English

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Abstract

We provide a simple counter-example to prove and illustrate that the backward differential flow approach, proposed by Zhu, Zhao and Liu for finding a global minimizer of coercive even-degree polynomials, can converge to a local minimizer rather than a global minimizer. We provide additional counter-examples to stress that convergence to a local minimum via the backward differential flow method is not a rare occurence.

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