Mixed integer programming
This example shows how to solve a mixed-integer linear problem. Although not complex, the example shows the typical steps in formulating a problem using the syntax for intlinprog. For the problem-based approach to this problem, see Mixed-Integer Linear Programming Basics: Problem-Based....
In particular, we determine for the first time the exact adversarial accuracy of an MNIST classifier to perturbations with bounded l1 norm = 0:1: for this classifier, we find an adversarial example for 4.38% of samples, and a certificate of robustness to norm-bounded perturbations for the ...
For its part, the staff scheduling problem is an example of integer programming, while the facility location problem is classified as a problem of mixed binary programming, since it has as decision variables the possible facilities (variable binary) and the quantities delivered (variable continuous)...
This example shows how to solve a Mixed-Integer Quadratic Programming (MIQP) portfolio optimization problem using the problem-based approach. The idea is to iteratively solve a sequence of mixed-integer linear programming (MILP) problems that locally approximate the MIQP problem. For the solver-...
The following example is using a locally hosted server: fromcuopt_sh_clientimportCuOptServiceSelfHostClientimportjson# If cuOpt is not running on localhost:5000, edit ip and port parameterscuopt_service_client=CuOptServiceSelfHostClient(ip="localhost",port=5000,timeout_exception=False)repoll_tries...
As such, this paper proposes the use of mixed-integer goal programming as a methodology for selecting police expenditure items given a limited budget and multiple, conflicting objectives. In order to demonstrate this technique, a case example involving 18 potential expenditure items for a moderately-...
This example shows how to solve a mixed-integer linear problem. Although not complex, the example shows the typical steps in formulating a problem using the problem-based approach. For a video showing this example, see Solve a Mixed-Integer Linear Programming Problem using Optimization Modeling. ...
Mixed-Integer Quadratic Programming Portfolio Optimization: Solver-Based Example showing how to optimize a portfolio, a quadratic programming problem, with integer and other constraints. Cutting Stock Problem: Solver-Based Solve a cutting stock problem using linear programming with an integer programming ...
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