Pinned Repositories
AquaNutriOpt
This is a python package that find the optimal location for the placement of Best Management Practices and/or Technologies to reduce Nutrient loading in the Lake Okeechobee. It takes two Files as input BMP_Tech.csv and Net_Data.csv. The specific format must be followed for this file which is explained in readme file
AquaNutriOpt-II
This is a upgraded python package (previous version AquaNutriOpt) that find the optimal location for the placement of Best Management Practices and/or Technologies to reduce Nutrient loading in the Lake Okeechobee. The additional modules are multi-time period single objective optimization and Multi-objective optimization. See Readme file as well.
Ashim-Khanal
Config files for my GitHub profile.
Classical-Reinforcement-Learning
Deep-Reinforcement-Learning
Linear-Programming-Network-Design-and-Optimization
Includes codes that solve simple and complex optimization problems like LP, Lagrangian Relaxation, Column Generation etc.
MIMMPs
This is a Mixed Integer Maximum Multiplicative Programming Heuristics that can optimize difficult to solve mixed integer maximum multiplicative programs to an average of 2 % Optimality gap than the powerful IBM CPLEX 22.1. The family of Problem it was tested on is also described.
Ashim-Khanal's Repositories
Ashim-Khanal/AquaNutriOpt-II
This is a upgraded python package (previous version AquaNutriOpt) that find the optimal location for the placement of Best Management Practices and/or Technologies to reduce Nutrient loading in the Lake Okeechobee. The additional modules are multi-time period single objective optimization and Multi-objective optimization. See Readme file as well.
Ashim-Khanal/Ashim-Khanal
Config files for my GitHub profile.
Ashim-Khanal/MIMMPs
This is a Mixed Integer Maximum Multiplicative Programming Heuristics that can optimize difficult to solve mixed integer maximum multiplicative programs to an average of 2 % Optimality gap than the powerful IBM CPLEX 22.1. The family of Problem it was tested on is also described.
Ashim-Khanal/AquaNutriOpt
This is a python package that find the optimal location for the placement of Best Management Practices and/or Technologies to reduce Nutrient loading in the Lake Okeechobee. It takes two Files as input BMP_Tech.csv and Net_Data.csv. The specific format must be followed for this file which is explained in readme file
Ashim-Khanal/Classical-Reinforcement-Learning
Ashim-Khanal/Deep-Reinforcement-Learning
Ashim-Khanal/Linear-Programming-Network-Design-and-Optimization
Includes codes that solve simple and complex optimization problems like LP, Lagrangian Relaxation, Column Generation etc.