math/py-Pyomo/pkg-descr

   1 Pyomo is a Python-based open-source software package that supports a diverse
   2 set of optimization capabilities for formulating and analyzing optimization
   3 models.
   4
   5 Modeling optimization applications is a core capability of Pyomo. Pyomo can be
   6 used to define symbolic problems, create concrete problem instances, and solve
   7 these instances with standard solvers. Thus, Pyomo provides a capability that is
   8 commonly associated with algebraic modeling languages such as AMPL, AIMMS, and
   9 GAMS, but Pyomo's modeling objects are embedded within a full-featured
  10 high-level programming language with a rich set of supporting libraries. Pyomo
  11 supports a wide range of problem types, including:
  12 * Linear programming
  13 * Quadratic programming
  14 * Nonlinear programming
  15 * Mixed-integer linear programming
  16 * Mixed-integer quadratic programming
  17 * Mixed-integer nonlinear programming
  18 * Mixed-integer stochastic programming
  19 * Generalized disjunctive programming
  20 * Differential algebraic equations
  21 * Bilevel programming
  22 * Mathematical programming with equilibrium constraints
  23
  24 WWW: https://github.com/Pyomo/pyomo