An online course on optimization problems and algorithms

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  • Опубликовано: 2 ноя 2017
  • The first online optimization course made by myself.
    Enrol today and get over 90% discount: www.udemy.com/optimisation/?c...
    This is an introductory course to the stochastic optimization problems and algorithms. We will cover the most fundamental concepts in the field of optimization. By the end of this course, you will be able to identify and implement the main components of an optimization problem. Optimization problems are different, yet there have mostly similar challenges and difficulties such as constraints, multiple objectives, discrete variables, and noises. This course will show you how to tackle each of these difficulties. Most of the lectures come with coding videos. In such videos, the step-by-step process of implementing the optimization algorithms or problems are presented. We have also a number of quizzes and exercises to practice the theoretical knowledge covered in the lectures.
    Here is the list of topics covered:
    History of optimization
    Optimization problems
    Single-objective optimization algorithms
    Particle Swarm Optimization
    Optimization of problems with constraints
    Optimization of problems with binary and/or discrete variables
    Optimization of problems with multiple objectives
    Optimization of problems with uncertainties

Комментарии • 5

  • @antonioschouvardas9423
    @antonioschouvardas9423 3 года назад

    I'm watching your lectures of artificial intelligence search using java these days which i bought from udemy. Really good. Really helpfull. Keep it up.

  • @sachendrachandra7212
    @sachendrachandra7212 4 года назад

    can you explain the difference between particle swarm optimization and African Buffalo optimization?

  • @mubeenshaikh7542
    @mubeenshaikh7542 2 года назад

    I've watched your video on Particle Swarm Optimisation Algorithm, elaborating the effects of different parameters on search process. I want to learn Particle Swarm Optimisation from the basics , how could you help me in this.

  • @_H_T_A
    @_H_T_A День назад

    سلام وقتتون بخیر٬ استاد من علاقه داشتم که از دوره ای که گزاشتین رو تهیه کنم و ازش یاد بگیرم ولی متاسفانه بخواطر محدودیت های ایران نمیتونم. یک راهی میتونین معرفی کنین که بتونم این دوره رو تهیه کنم؟ خیلی ممنون🙏