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Linear and Combinatorial Optimization
Python Optimization Algorithms Mathematics
2023
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Project Overview
This project is a comprehensive collection of exercises and scripts focused on solving linear and combinatorial optimization problems. The repository includes implementations of various optimization algorithms and their application to real-world problems. From transportation and assignment problems to network flow and integer programming, the project demonstrates the power of optimization techniques in solving complex problems efficiently.
Key Features
- •Implementation of linear programming algorithms
- •Combinatorial optimization problem solvers
- •Transportation and assignment problem solutions
- •Network flow optimization
- •Integer programming implementations
- •Real-world problem applications
- •Performance analysis of different approaches
Technologies Used
- •Python for algorithm implementation
- •Optimization libraries and frameworks
- •Mathematical modeling techniques
- •Algorithm analysis and comparison
- •Visualization of optimization results
- •Documentation of mathematical concepts
- •Test cases for validation