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Homogenization 1 Jacobian SDP relaxation 1 Minimization 1 Rational function 1 Singularities 1 Sum of squares (SOS) 1
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Guo, Feng 1 Wang, Li 1 Zhou, Guangming 1
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Journal of Global Optimization 1
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Minimizing rational functions by exact Jacobian SDP relaxation applicable to finite singularities
Guo, Feng; Wang, Li; Zhou, Guangming - In: Journal of Global Optimization 58 (2014) 2, pp. 261-284
This paper considers the optimization problem of minimizing a rational function. We reformulate this problem as a polynomial optimization problem by the technique of homogenization. These two problems are shown to be equivalent under some generic conditions. The exact Jacobian SDP relaxation...
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