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Algorithms, Data Science, Mathematical Optimization and Supply Chain Engineering
- Chicago, IL
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employee_roster
employee_roster PublicEmployee Task Scheduling | Optimized with Simulated Annealing Metaheuristic
Python
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py_optimization
py_optimization PublicBasic Optimization Problems implemented in various modeling framework api's in python. Utility for syntax ref.
Python
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manufacturing_network_optimization
manufacturing_network_optimization PublicStrategic Network Optimization for Manufacturing Setup. Constrained Service Level and provisions to upgrade the plant lines. The data has not been included due to privacy concerns
Python
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zero1_knapsack_optimizer
zero1_knapsack_optimizer PublicSolvers for Large Scale 0-1 Knapsack problems
Python
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CVX Implementation for SOCP and SDP
CVX Implementation for SOCP and SDP 1% Static Parameters
2different_n = [10,20,30,40,50];
3no_of_instances = 100;
4rank_tolerance = 1e-3;
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byproduct_inventory_opt
byproduct_inventory_opt PublicInventory optimization for a process which inherently produces byproducts that are expensive to store, a trade off needs to be decided between achieving 100% demand satisfaction and storage costs
Python
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