Knitro modeling examples

The goal of this repository is to show nonlinear programming models for some applications and their resolution with the nonlinear programming solver Artelys Knitro.

Largest diameter

A toy problem with a black-box function, and which illustrates non-convexity.

• Python
• Julia

  →

Hydro unit commitment problem

• Pyomo
• amplpy
• JuMP

 

Portfolio optimization

• Pyomo

 

K-means clustering

• Pyomo
• amplpy

  →

Wastewater treatment network problem

• Pyomo

  →

Single row facility layout problem

• Pyomo

  →

Polygon clustering

• Pyomo

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Free trial licenses are available to run these examples locally.