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APOPT
From Wikipedia, the free encyclopedia
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APOPT (for Advanced Process OPTimizer) is a software package for solving large-scale optimization problems of any of these forms:
- Linear programming (LP)
- Quadratic programming (QP)
- Quadratically constrained quadratic program (QCQP)
- Nonlinear programming (NLP)
- Mixed integer programming (MIP)
- Mixed integer linear programming (MILP)
- Mixed integer nonlinear programming (MINLP)
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Applications of the APOPT include chemical reactors,[1][2] friction stir welding,[3] prevention of hydrate formation in deep-sea pipelines,[4][5] computational biology,[6] solid oxide fuel cells,[7][8] and flight controls for Unmanned Aerial Vehicles (UAVs).[9]
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Benchmark Testing
Standard benchmarks such as CUTEr and SBML curated models are used to test the performance of APOPT relative to solvers BPOPT, IPOPT, SNOPT, and MINOS. A combination of APOPT (Active Set SQP) and BPOPT (Interior Point Method) performed the best on 494 benchmark problems for solution speed and total fraction of problems solved.[10]
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