A continuation method for the efficient solution of parametric optimization problems in kinetic model reduction (Q2847726)
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scientific article; zbMATH DE number 6207535
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A continuation method for the efficient solution of parametric optimization problems in kinetic model reduction |
scientific article; zbMATH DE number 6207535 |
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11 September 2013
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nonlinear optimization
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continuation
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Euler prediction
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slow invariant manifold
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model reduction
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A continuation method for the efficient solution of parametric optimization problems in kinetic model reduction (English)
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The authors present a predictor corrector method for a fast solution of an optimization problem, the solution of which is supposed to approximate points on slow invariant manifolds. The corrector method is either an interior point method or a generalized Gauss-Newton method. The predictor is an Euler one based on the parameter sensitivities of the optimization problem. The benefit of a step-size strategy in the predictor corrector scheme is shown by means of an example.
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