We present a genetic algorithm for the multiple-choice integer program that finds an optimal solution with probability one (though it is typically used as a heuristic). General constraints are relaxed ...

It provides a simple programming environment with an extensive library of functions to help develop, analyze and visualize complex algorithms. However, ... First, you must implement the algorithm ...

Most of these extensions consider only equality constraints and require strong global regularity assumptions. In this paper, a trust region algorithm for solving general nonlinear programming is ...