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agrodata

analytics_portifolio

arcroutingproblem

Implementation of the Matchings algorithm for the single vehicle arc routing problem – aka. "Chinese Postman Problem". This implementation is specific to this notebook's specific instance. Code needs to be generalized on the odd degree nodes portion before being used for different instances.

data_repository_general

dataviz_python_r

exactmethodsandheuristics_travelingsalesman

Implementation of a MILP with Dantzig's and the MTZ subtour elimination constraints. Dantzig's constraints are added recursively. Scripts also contain a few heuristics for the TSP.

gurobipy

imagesrepo

irss_matheuristics_tsp

We implemented a matheuristic algorithm integrating Iterative Restricted Space Search heuristics and exact methods in order to solve different instances of the TSP.

knapsackdata

knapsackproblem_searchalgorithms

Implementing different search algorithms for the knapsack problem - multiple instances.

machinelearning

A compilation of studies and personal projects in Machine Learning.

maxflowandminimumspanningtree

Implementations of the Prim, Kruskal and Ford-Fulkerson algorithms for the Minimum Spanning Tree and Max Flow problems.

mipmodeling

MIP Modeling practice.

mlspecialization_advancedlearningalgorithms

Repository for my run of the ML Specialization Advanced Learning Algorithms course.

multiobjectiveoptimization

Optimizing a multiobjective problem through the use of heuristics.

nbadata

neighbordata

nonlinearprogramming

Nonlinear optimization is a mathematical approach used to find the best solutions for problems where the objective function or constraints exhibit nonlinear relationships. Unlike linear optimization, which deals with linear equations, nonlinear optimization accommodates more complex, curved relationships.

numericalmethods

Numerical methods are computational techniques used to approximate solutions for complex mathematical problems without exact analytical solutions.

numericalrecipescpp

or_problems

projetcs

A compilation of studies and personal projects.

shortestpathsearchalgorithms

Implmentation of Dijkstra's and Floyd's algorithms for the Shortest Path Problem.

sql

tabusearchstm

Implementation of a Tabu Search algorithm with Short Term Memory (STM).

tspdata

Selected instances downloaded from TSP Lib that will be used for a TSP project.