gurobi ML optimization with multiple machine learning models

回答済み

Yingku Du

2024年10月08日 04:00

• 
• 

Can multiple machine learning models be used in the same Optimization Model? If possible, can I directly add multiple machine learning models to the Model? Are there any other tips that need attention? For example, in an optimization problem, I need to use constraint 1: y=f (x), constraint 2: z=g (x, y), where f() and g() are both machine learning models, and x is the input variable.

0

• 正式なコメント

  

  Simranjit Kaur

  • Gurobi Staff

  2026年11月13日 01:14 編集済み

  This post is more than two years old. Some information may not be up to date. For current information, please check the Gurobi Documentation or Knowledge Base. If you need more help, please create a new post in the community forum, or try Gurobot, our chatbot interface offering instant, expert-level support.
• 

  Riley Clement

  • Gurobi Staff

  2024年10月09日 02:25

  Hi Yingku,

  Yes, you can embed multiple machine learning models in the same optimization model.

  You will find examples which embed a single ML model here.  Extending to two models is straightforward - it just requires twice the code.

  - Riley

   

   

  0

投稿コメントは受け付けていません。