Udemy - Introduction to Optimization Algorithms

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1004.7 MB
  • Uploaded Byfreecoursewb
  • Downloads89
  • Last checkedFeb. 07th '26
  • Date uploadedFeb. 06th '26
  • Seeders 29
  • Leechers6

Infohash : C831C9DA33F7BF6D2B04296E0CD290B18CD02959

Introduction to Optimization Algorithms

https://WebToolTip.com

Published 1/2026
Created by Guilherme Matos Passarini, phD
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 15 Lectures ( 1h 23m ) | Size: 1 GB

Learn the basic fundamentals of combinatorial and numerical optimization

What you'll learn
✓ The concept of P-NP
✓ The foundations and intuitions of optimization algorithms
✓ The main algorithms used in combinatorial problems
✓ You will be able to think computationally regarding many problems

Requirements
● Bssic math knowledge

Files:

[ WebToolTip.com ] Udemy - Introduction to Optimization Algorithms
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction and fundamentals
    • 1. Introduction.mp4 (71.6 MB)
    • 2. Math notations.mp4 (38.2 MB)
    • 3. P-NP problems.mp4 (27.5 MB)
    • 4. Notions of Big-O.mp4 (55.7 MB)
    2 - Concepts about optimization algorithms
    • 10. Examples of heuristics.mp4 (49.1 MB)
    • 11. Global and local minima maxima.mp4 (46.6 MB)
    • 12. Exploration and exploitation.mp4 (67.3 MB)
    • 13. Hyperparameters.mp4 (66.3 MB)
    • 14. Benchmark functions.mp4 (92.1 MB)
    • 15. Evolutionary algorithms and other optimization algorithms.mp4 (106.6 MB)
    • 5. Optimization and derivatives.mp4 (71.4 MB)
    • 6. Examples of problems.mp4 (86.1 MB)
    • 7. Fitness function and dimensionality.mp4 (81.6 MB)
    • 8. Random algorithms.mp4 (58.7 MB)
    • 9. Heuristics and search space.mp4 (86.1 MB)
    • Bonus Resources.txt (0.1 KB)

Code:

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