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A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
A Python implementation of Simplex and Interior-Point algorithms for solving Linear Programs (LPs)
A REST API that creates work shifts for employess. Build with Bottle.py and Google OR-Tools.
AMPL Model Colaboratory
Python implementation for the project titled "Optimization problems in vehicle route network design" developed at IIIT Delhi as part of my undergraduate thesis.
Implementation of Interior Points Method in MATLAB (My Assignment in Linear Optimization course [MTH305] [IIIT-Delhi]).
Data-Driven Mathematical Optimization with AMPL in Python
MATLAB implementations of the simplex method, dual simplex method and sensitivity analysis.
A simple linear solver for the simplex method in tableau form and gomory's cut.
IITH BTECH CSE all Courses' Codes and Assignments
A cli tool for solving bipartite assignment problems.
A tool that calculates the optimum amount of Exp. Candy required for a PokƩmon to reach a certain level
Linear Optimisation Using Interior Point Method
An implementation for an HR employment optimization problem using Linear Programming.
Solve linear optimization problems including minimization and maximization with simplex algorithm. Uses the Big M method to solve problems with larger equal constraints in Python
Cutting-plane methods for JuMP
TSP is a classic optimization problem in computer science and operations research. In this essay, we playfully apply TSP to the case where Elon Musk, the visionary entrepreneur of SpaceX, wishes to visit all the planets of our solar system with minimum cost.
Python code to solve any standard form LP using 2 Phase Revised Simplex Algorithm.
PCA For Dimension Reduction And Visualization, Temperature-Yield Prediction Via Linear Regression, And Linear Fit Optimization Using Gradient Descent.
Linear Program Solver: Simplex methods are used to solve any linear program (with sensitivity analysis option for constraints)
šSimple Method in optimization problem, step by step with C language implementation.
This repository contains the assignments of course Linear Optimization (MTH374/574) of IIIT Delhi, taught by Dr. Subhashree Mohapatra in the Winter Semester 2022. It does not aim to infringe on the plagiarism policy of IIIT Delhi in any way, but to be maintained for future use only.
An approach to solve crane placement problem in construction site layout planning using linear optimization, as explored by Dr Justin Yeoh. Adapted from code produced by Dr Justin Yeoh on line 784 of scp_old.py
Expiremental multi-loan payoff schedule optimizer
Raw Materials Optimization for Food Manufacturing with Python
Numerical methods implementations from computational methods class
A route optimization model for urban disaster evacuation planning in Montreal using GTFS data
Supply Chain Management's project of Linear Optimization. We simulated a scenario with a fast growing Italian company that has to decide how to improve its supply chain to meet the needs of new customers.
Comprehensive exploration of the Bike Sharing Problem using advanced Machine Learning for demand forecasting and Mathematical Linear Optimization for strategic bike allocation. Includes detailed Jupyter notebooks covering model development, analysis, and optimization solutions.