Numerical comparisons of nonlinear programming algorithms on serial and vector processors using automatic differentiation (Q1116896)
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scientific article; zbMATH DE number 4089338
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Numerical comparisons of nonlinear programming algorithms on serial and vector processors using automatic differentiation |
scientific article; zbMATH DE number 4089338 |
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Numerical comparisons of nonlinear programming algorithms on serial and vector processors using automatic differentiation (English)
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1988
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It is shown by numerical computation that real-world optimal electrical power flow problems can be solved in real-time using vector processors. These problems are nonlinear optimization problems characterized by highly nonlinear constraints and a large number of variables, and cannot be solved in real-time even on mainframe computers. The speedup achieved in our vectorized computations is two orders of magnitude for some problems.
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parallel optimization
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large-scale nonlinear optimization
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real-world optimal electrical power flow
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vector processors
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highly nonlinear constraints
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