Nawfel Bengherbia's Blog

About
  • SolidJS - Battle'Front by SFEIR

    2023-06-27

    I advocated for SolidJS at the frontend frameworks battle organized at SFEIR

  • Lightweight frontends with SolidJS | Bouffe Front SFEIR

    2023-01-25

    In this presentation, in French, I showed how SolidJS offers fast page loading and efficient UI updates, comparing it to React and NextJS

  • Nash-Pareto Genetic Algorithm for the Frequency Assignment Problem

    2018-01

    This paper presents a hybrid multi-objective genetic algorithm which combines the main notion of game theory Nash equilibrium with Pareto-optimality to solve the multi-objective Frequency Assignment Problem (FAP) in mobile networks

  • Convolutional Neural Networks for Computer Vision

    2017-09

    In this first year PhD report, in French, I present a literature review of computer vision and machine learning, and I show an application of convolutional neural networks to the image classification problem

  • Renforcement learning: The SARSA(λ) algorithm

    2016-12

    During the Doctoral Seminar in Machine Learning at ESI, I wrote this paper on SARSA(λ), a reinforcement learning algorithm which is a subfield of machine learning where an agent interacts with its environment and learns to choose actions that maximize its gains

  • Game theory for multiobjective optimization: Application to the frequency assignment problem

    2016-06

    This dissertation (in French) consists of three parts: 1. A literature review on game theory, multi-objective optimization, genetic algorithms, and the frequency assignment problem. 2. The design of three algorithms to solve the frequency assignment problem. And 3. A comparison and a discussion of the results we obtained.

  • Limitime

    2014-08

    Define time limits for Linux users

  • Structㅤ.animate();

    2014-05

    Simulator of data structure algorithms: Arrays, Lists, Queues, Stacks and Trees

  • Dooda

    2012-01

    The first video game that I wrote as a freshman in computer science

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