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Optimization course assignments

  • Assignment 1: gradient descent methods, random restart and performance profile
  • Assignment 1: Touring problem, Simulated Annealing and Stochastic Hill Climbing, Genetic Algorithms
  • Final Assignment: Implementation of Automatic differentiation in MatLab, and aplication to classical optimization methods

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Optimization course assignments

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optimization matlab genetic-algorithm automatic-differentiation gradient-descent simulated-annealing conjugate-gradient hill-climbing-search optimization-algorithms random-restart newton-method tour-planning

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