guilhermecadori
Engineer interested in all things optimization and machine learning. Master’s student of applied and theoretical optimization. Rock climber. Jiu Jitsu player.
Joinville-SC, Brazil
Pinned Repositories
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
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.
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.
MachineLearning
A compilation of studies and personal projects in Machine Learning.
MultiObjectiveOptimization
Optimizing a multiobjective problem through the use of heuristics.
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.
guilhermecadori's Repositories
guilhermecadori/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.
guilhermecadori/AgroData
guilhermecadori/analytics_portifolio
guilhermecadori/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.
guilhermecadori/Data_Repository_General
guilhermecadori/DataViz_Python_R
guilhermecadori/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.
guilhermecadori/MachineLearning
A compilation of studies and personal projects in Machine Learning.
guilhermecadori/MultiObjectiveOptimization
Optimizing a multiobjective problem through the use of heuristics.
guilhermecadori/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.
guilhermecadori/NumericalMethods
Numerical methods are computational techniques used to approximate solutions for complex mathematical problems without exact analytical solutions.
guilhermecadori/Gurobipy
guilhermecadori/imagesRepo
guilhermecadori/KnapsackData
guilhermecadori/KnapsackProblem_SearchAlgorithms
Implementing different search algorithms for the knapsack problem - multiple instances.
guilhermecadori/MaxFlowAndMinimumSpanningTree
Implementations of the Prim, Kruskal and Ford-Fulkerson algorithms for the Minimum Spanning Tree and Max Flow problems.
guilhermecadori/MIPModeling
MIP Modeling practice.
guilhermecadori/MLSpecialization_AdvancedLearningAlgorithms
Repository for my run of the ML Specialization Advanced Learning Algorithms course.
guilhermecadori/NBADATA
guilhermecadori/neighborData
guilhermecadori/NumericalRecipesCpp
guilhermecadori/OR_Problems
guilhermecadori/projetcs
A compilation of studies and personal projects.
guilhermecadori/ShortestPathSearchAlgorithms
Implmentation of Dijkstra's and Floyd's algorithms for the Shortest Path Problem.
guilhermecadori/SQL
guilhermecadori/TabuSearchSTM
Implementation of a Tabu Search algorithm with Short Term Memory (STM).
guilhermecadori/TSPData
Selected instances downloaded from TSP Lib that will be used for a TSP project.