Bibliography

[AMPL]

R. Fourer, D. M. Gay, and B. W. Kernighan. AMPL: A Modeling Language for Mathematical Programming, 2nd Edition. Duxbury Press, 2002.

[Isenberg_et_al]

Isenberg, NM, Akula, P, Eslick, JC, Bhattacharyya, D, Miller, DC, Gounaris, CE. A generalized cutting‐set approach for nonlinear robust optimization in process systems engineering. AIChE J. 2021; 67:e17175. DOI 10.1002/aic.17175

[mpisppy]

Bernard Knueven, David Mildebrath, Christopher Muir, John D Siirola, Jean-Paul Watson, and David L Woodruff, A Parallel Hub-and-Spoke System for Large-Scale Scenario-Based Optimization Under Uncertainty, pre-print, 2020

[ParmestPaper]

Katherine A. Klise, Bethany L. Nicholson, Andrea Staid, David L.Woodruff. Parmest: Parameter Estimation Via Pyomo. Computer Aided Chemical Engineering, 47 (2019): 41-46.

[PyomoBookI]

William E. Hart, Carl D. Laird, Jean-Paul Watson, David L. Woodruff. Pyomo – Optimization Modeling in Python, Springer, 2012.

[PyomoBookII]

W. E. Hart, C. D. Laird, J.-P. Watson, D. L. Woodruff, G. A. Hackebeil, B. L. Nicholson, J. D. Siirola. Pyomo - Optimization Modeling in Python, 2nd Edition. Springer Optimization and Its Applications, Vol 67. Springer, 2017.

[PyomoBookIII]

Bynum, Michael L., Gabriel A. Hackebeil, William E. Hart, Carl D. Laird, Bethany L. Nicholson, John D. Siirola, Jean-Paul Watson, and David L. Woodruff. Pyomo - Optimization Modeling in Python, 3rd Edition. Vol. 67. Springer, 2021. doi: 10.1007/978-3-030-68928-5

[PyomoJournal]

William E. Hart, Jean-Paul Watson, David L. Woodruff. “Pyomo: modeling and solving mathematical programs in Python,” Mathematical Programming Computation, Volume 3, Number 3, August 2011

[PyomoDAE]

Bethany Nicholson, John D. Siirola, Jean-Paul Watson, Victor M. Zavala, and Lorenz T. Biegler. “pyomo.dae: a modeling and automatic discretization framework for optimization with differential and algebraic equations.” Mathematical Programming Computation 10(2) (2018): 187-223.

[RooneyBiegler]

W.C. Rooney, L.T. Biegler, “Design for model parameter uncertainty using nonlinear confidence regions”, AIChE Journal, 47(8), 2001

[SemiBatch]

O. Abel, W. Marquardt, “Scenario-integrated modeling and optimization of dynamic systems”, AIChE Journal, 46(4), 2000

[Vielma_et_al]

J. P. Vielma, S. Ahmed, G. Nemhauser. “Mixed-Integer Models for Non-separable Piecewise Linear Optimization: Unifying framework and Extensions”, Operations Research 58, 2010. pp. 303-315.