Eduardo Salazar (4 notebooks)#
Bilevel Markets#
Description: A notebook that presents a comprehensive mathematical formulation of strategic bidding in electricity markets using bilevel optimization and its equivalent single-level Mathematical Program with Equilibrium Constraints (MPEC) obtained through Karush-Kuhn-Tucker (KKT) transformation.
Tags: educational, bilevel, complementarity, amplpy, gurobi, knitro, baron, mpec, energy, electric-power-industry
Bilevel Optimization Introduction#
Description: A notebook as a gentle introduction to Bilevel Optimization and how to reformulate to Single Level using KKT conditions and Complementarity using AMPLPy and MP with a simple Stackelberg model
Formula 1 Scheduling and Routing Optimization#
Description: A notebook that tackles the Formula 1 Calendar as a routing and a scheduling problem, minimizing total distance between races whilst also assigning a spot in the calendar respecting scheduling constraints using MP
MineLib in AMPL and amplpy#
Description: A notebook that works with the open-pit mining problems defined in the MineLib library and shows how to read and parse the instances using Python and amplpy