APOPT

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APOPT
[[Programmer|DeveloperTemplate:Pluralize from text]]Advanced Process Solutions, LLC
Template:Infobox software/simple
Operating systemCross-Platform
TypeTechnical computing
LicenseProprietary
Websiteapmonitor.com/apopt

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APOPT (for Advanced Process OPTimizer) is a software package for solving large-scale optimization problems of any of these forms:

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]

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]

See also

References

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  1. ^ Page Template:Citation/styles.css has no content.WO patent 2012005740, Lawson, K. W., Hedengren, J. D., Smith, L. C., "Method for Controlling Bubble Formation in Polymerization Reactors", published Script error: No such module "auto date formatter". 
  2. ^ Page Module:Citation/CS1/styles.css has no content.Spivey, B. (2010). "Constrained Nonlinear Estimation for Industrial Process Fouling". Industrial & Engineering Chemistry Research. 49 (17): 7824–7831. doi:10.1021/ie9018116.
  3. ^ Page Module:Citation/CS1/styles.css has no content.Nielsen, Isak (2012). Modeling and Control of Friction Stir Welding in 5 cm thick Copper Canisters (M.Sc. thesis). Linköping University.
  4. ^ Page Module:Citation/CS1/styles.css has no content.Brower, D. (2012). "Fiber Optic Monitoring of Subsea Equipment" (PDF). OMAE 2012 Proceedings, Rio de Janeiro, Brazil.
  5. ^ Page Module:Citation/CS1/styles.css has no content.Brower, D. (2013). "Advanced Deepwater Monitoring System" (PDF). OMAE 2013 Proceedings, Nantes, France.
  6. ^ Page Module:Citation/CS1/styles.css has no content.Abbott, C. (2012). "New Capabilities for Large-Scale Models in Computational Biology" (PDF). AIChE Annual Meeting Proceedings, Pittsburgh, PA.
  7. ^ Page Module:Citation/CS1/styles.css has no content.Spivey, B. (2010). "Dynamic Modeling of Reliability Constraints in Solid Oxide Fuel Cells and Implications for Advanced Control" (PDF). AIChE Annual Meeting Proceedings, Salt Lake City, Utah.
  8. ^ Page Module:Citation/CS1/styles.css has no content.Jacobsen, L. (2013). "Model Predictive Control with a Rigorous Model of a Solid Oxide Fuel Cell" (PDF). American Control Conference (ACC), Washington, DC.
  9. ^ Page Module:Citation/CS1/styles.css has no content.Sun, L. (2013). "Optimal Trajectory Generation using Model Predictive Control for Aerially Towed Cable Systems" (PDF). Journal of Guidance, Control, and Dynamics. 37 (2): 525. Bibcode:2014JGCD...37..525S. doi:10.2514/1.60820.
  10. ^ Page Module:Citation/CS1/styles.css has no content.Hedengren, J. (2012). "APOPT: MINLP Solver for Differential Algebraic Systems with Benchmark Testing" (PDF). INFORMS Annual Meeting.


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