math/py-Pyomo 6.8.1_1 DragonFly

Pyomo is a Python-based open-source software package that supports a diverse set of optimization capabilities for formulating and analyzing optimization models.

Modeling optimization applications is a core capability of Pyomo. Pyomo can be used to define symbolic problems, create concrete problem instances, and solve these instances with standard solvers. Thus, Pyomo provides a capability that is commonly associated with algebraic modeling languages such as AMPL, AIMMS, and GAMS, but Pyomo's modeling objects are embedded within a full-featured high-level programming language with a rich set of supporting libraries. Pyomo supports a wide range of problem types, including: * Linear programming * Quadratic programming * Nonlinear programming * Mixed-integer linear programming * Mixed-integer quadratic programming * Mixed-integer nonlinear programming * Mixed-integer stochastic programming * Generalized disjunctive programming * Differential algebraic equations * Bilevel programming * Mathematical programming with equilibrium constraints