Advanced ANN & MILP Model Development
Budget: ₹1,500 – ₹12,500 INR
In order to replicate well-documented procedures, I'm seeking an experienced freelancer with the ability to develop a strong Artificial Neural Network (ANN) for Demand Prediction using unstructured data. This will be our initial focus.
Then, the focus will shift to formulate a Mixed-Integer Linear Programming (MILP) Model and a two-stage Heuristic for the MILP Model. Integration of the ANN and Heuristic models, and validation with real-world data will follow suit.
Key skills and experience:
- Expertise in ANN development, especially with unstructured data
- Proficiency in MILP model formulation
- Experience in heuristic model development
- Strong understanding of how to integrate different models
- Ability to validate models with real-world data
Please note that no specific ANN architecture preference has been defined for this project.
Then, the focus will shift to formulate a Mixed-Integer Linear Programming (MILP) Model and a two-stage Heuristic for the MILP Model. Integration of the ANN and Heuristic models, and validation with real-world data will follow suit.
Key skills and experience:
- Expertise in ANN development, especially with unstructured data
- Proficiency in MILP model formulation
- Experience in heuristic model development
- Strong understanding of how to integrate different models
- Ability to validate models with real-world data
Please note that no specific ANN architecture preference has been defined for this project.
Related categories:
Deep Learning