PinnedOuaguenouni MohamedinTowards Data ScienceQuality-Diversity Algorithms: A new approach based on MAP-Elites applied to Robot NavigationEvolutionary Algorithms have taken an important place in many application fields, including robotics. In this article, we will, first…10 min read·Mar 24, 2021----
Ouaguenouni MohamedinTowards Data ScienceRegression and Bayesian Methods in Modern Preference ElicitationApplication to simple smoothie-making14 min read·Aug 29, 2023--2--2
Ouaguenouni MohamedinTowards Data ScienceSetting the points per question of a test automaticallyHow to use a linear program to select the grading scale of an exam that is both meritocratic and encouraging6 min read·Dec 12, 2021----
Ouaguenouni MohamedinTowards Data ScienceA comprehensive study of Mixed Integer Programming with JuMP on Julia (Part 3)How to deal with a linear formulation with an exponential number of constraints by using the branch-and-cut framework ?12 min read·Sep 17, 2021--3--3
Ouaguenouni MohamedinTowards Data ScienceThe power of democracy in Feature SelectionUsing Condorcet Methods to aggregate Feature Selection rankings12 min read·Apr 26, 2021----
Ouaguenouni MohamedinTowards Data ScienceA comprehensive study of Mixed Integer Programming with JuMP on Julia (Part 2)Modelling concepts with an application to the Lot sizing problem15 min read·Apr 12, 2021----
Ouaguenouni MohamedinTowards Data ScienceTowards building a unified framework for feature selection with ranking functions.One code to rule them all. One code to implement them all, and in the same framework bind them.8 min read·Apr 7, 2021----
Ouaguenouni MohamedinTowards Data ScienceA comprehensive study of Mixed Integer Programming with JuMP on Julia (Part 1)Some basics of Linear/Mixed Integer Programming & How to use a heuristic callback inside a MIP solver.14 min read·Mar 29, 2021----