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APOPT

From Wikipedia, the free encyclopedia
APOPT
Developer(s)Advanced Process Solutions, LLC
Stable release
1.0.4 / October 1, 2021; 3 years ago (2021-10-01)
Operating systemCross-Platform
TypeTechnical computing
LicenseProprietary
Websiteapopt.com

APOPT (forAdvanced Process OPTimizer) is a software package for solving large-scaleoptimization problems of any of these forms:

Applications of the APOPT includechemical 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 forUnmanned Aerial Vehicles (UAVs).[9]

Benchmark Testing

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Standard benchmarks such asCUTEr andSBML curated models are used to test the performance of APOPT relative to solversBPOPT,IPOPT,SNOPT, andMINOS. A combination of APOPT (Active Set SQP) andBPOPT (Interior Point Method) performed the best on 494 benchmark problems for solution speed and total fraction of problems solved.[10]

See also

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References

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  1. ^WO patent 2012005740, Lawson, K. W., Hedengren, J. D., Smith, L. C., "Method for Controlling Bubble Formation in Polymerization Reactors", published 2012-01-12 
  2. ^Spivey, B. (2010). "Constrained Nonlinear Estimation for Industrial Process Fouling".Industrial & Engineering Chemistry Research.49 (17):7824–7831.doi:10.1021/ie9018116.
  3. ^Nielsen, Isak (2012).Modeling and Control of Friction Stir Welding in 5 cm thick Copper Canisters (M.Sc. thesis). Linköping University.
  4. ^Brower, D. (2012)."Fiber Optic Monitoring of Subsea Equipment"(PDF).OMAE 2012 Proceedings, Rio de Janeiro, Brazil.
  5. ^Brower, D. (2013)."Advanced Deepwater Monitoring System"(PDF).OMAE 2013 Proceedings, Nantes, France.
  6. ^Abbott, C. (2012)."New Capabilities for Large-Scale Models in Computational Biology"(PDF).AIChE Annual Meeting Proceedings, Pittsburgh, PA.
  7. ^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. ^Jacobsen, L. (2013)."Model Predictive Control with a Rigorous Model of a Solid Oxide Fuel Cell"(PDF).American Control Conference (ACC), Washington, DC.
  9. ^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. ^Hedengren, J. (2012)."APOPT: MINLP Solver for Differential Algebraic Systems with Benchmark Testing"(PDF).INFORMS Annual Meeting.

External links

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Data formats
Modeling tools
Solvers
LP,MILP∗
QP, MIQP∗
QCP, MIQCP∗
SOCP, MISOCP∗
SDP, MISDP∗
NLP, MINLP∗
GO
CP
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