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Udemy - Metaheuristic and Heuristic Optimization in Python

Category: Other
Type: Tutorials
Language: English
Total Size: 1.4 GB
Uploaded By: freecoursewb
Downloads: 129
Last checked: Aug. 24th '25
Date uploaded: Aug. 24th '25
Seeders: 4
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Metaheuristic & Heuristic Optimization in Python

https://WebToolTip.com

Published 8/2025
Created by Advancedor Academy
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 56 Lectures ( 3h 15m ) | Size: 1.37 GB

Solve complex optimization problems using Genetic Algorithms, Swarm Intelligence, A*, and Simulated Annealing in Python

What you'll learn
Apply heuristic and metaheuristic optimization algorithms such as GA, PSO, A*, and Simulated Annealing to real-world problems.
Build and analyze mathematical models for complex optimization tasks using Python.
Implement optimization algorithms from scratch or using libraries like DEAP, PyGAD, and Scikit-Opt.
Evaluate algorithm performance and compare solution quality across different techniques.

Requirements
Basic Python programming knowledge (variables, loops, functions).
Familiarity with basic optimization or operations research concepts is helpful but not required.
No prior experience with metaheuristics is needed — everything will be taught from the ground up.