pyomo.dae: a modeling and automatic discretization framework for optimization with differential and algebraic equations

We describe pyomo.dae, an open source Python-based modeling framework that enables high-level abstract specification of optimization problems with differential and algebraic equations. The pyomo.dae framework is integrated with the Pyomo open source algebraic modeling language, and is available at h...

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Bibliographic Details
Published in:	Mathematical programming computation Vol. 10; no. 2; pp. 187 - 223
Main Authors:	Nicholson, Bethany, Siirola, John D., Watson, Jean-Paul, Zavala, Victor M., Biegler, Lorenz T.
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2018 Springer Nature B.V
Subjects:	Algebra Discretization Formulations Full Length Paper Integer programming Level (quantity) Mathematical models Mathematical programming Mathematics Mathematics and Statistics Mathematics of Computing Nonlinear programming Operations Research/Decision Theory Optimization Partial differential equations Solvers Theory of Computation 68N15 90-04 Dynamic optimization PDE constrained optimization 90C90 Mathematical modeling 49M37 DAE constrained optimization Algebraic modeling language 93A30
ISSN:	1867-2949, 1867-2957
Online Access:	Get full text
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