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highs

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pyopl is a Python library for parsing and solving OPL-like mathematical programming models using Gurobi or Scipy (Highs). It supports a subset of Optimisation Programming Language (OPL) syntax for linear and mixed-integer programming.

  • Updated Sep 18, 2026
  • Python

Battery energy storage dispatch model built with Pyomo, co-optimizing energy price arbitrage with frequency regulation capacity (revenue stacking) as a single LP. Power and SOC headroom constraints couple the two markets; the horizon is energy-neutral so reported profit is not inflated by the opening charge.

  • Updated Aug 26, 2026
  • Python

Exact MILP solution to the Capacitated Vehicle Routing Problem, built with Pyomo: single depot, homogeneous fleet, two-index vehicle-flow formulation with Miller-Tucker-Zemlin subtour elimination. Exact means no heuristics - and therefore small, with a measured benchmark showing where it stops scaling.

  • Updated Aug 26, 2026
  • Python

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