I will solve linear programming, scheduling, routing, and resource allocation problems
Combinatorial Optimization, Operations Research, Predictive Modeling, Python
About this Gig
I solve complex optimization and Operations Research problems using Python, mathematical modeling, and advanced algorithms.
Linear Programming: Objective functions, constraints, and optimal solutions.
Combinatorial Optimization: Scheduling, routing, assignment, and resource allocation.
Operations Research: Mathematical modeling, decision analysis, and operational optimization.
Python Optimization: Develop algorithms, simulations, and automated workflows.
Predictive Modeling: Forecasting, regression analysis, and machine learning.
Statistical Analysis: Hypothesis testing, correlation, and data interpretation.
Model Evaluation: Validate solutions, compare scenarios, and improve performance.
Applications: Supply chain optimization, logistics, production planning, workforce scheduling, cost minimization, and resource allocation.
Deliverables:
- Python source code
- Mathematical formulation and optimization results
- Data analysis and visualizations
- Model evaluation
Tools: Python, NumPy, Pandas, SciPy, PuLP, Pyomo, OR-Tools, and Scikit-learn.
Share your problem, dataset, constraints, and objectives. I will develop a practical, data-driven solution tailored to your requirement.
Programming language:
Python
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R
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MLflow
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Amazon SageMaker
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Scala

