Free Download Combinatorial Optimization ProblemPublished 5/2024
Duration: 31m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 325 MB
Genre: eLearning | Language: English
A Beginner's Guide to NP-Hard Problem and Metaheuristics Algorithms
What you'll learn
Define and explain key concepts in combinatorial optimization, such as optimization problems, complexity, travelling salesman problem, and constraints.
Identify and differentiate between various types of combinatorial optimization problems.
Demonstrate proficiency in formulating real-world problems through combinatorial optimization models.
Understanding optimization fundamentals
Requirements
Basic underdstanding of arithmetic and algebra.
No programming background required.
Description
Unlock the power of problem-solving with our course, Combinatorial Optimization: A Beginner's Guide to NP-Hard Problems and Metaheuristic Algorithms. Designed for both novices and those looking to deepen their understanding, this course provides a solid foundation in combinatorial optimization and explores effective strategies for tackling NP-hard problems.
What You Will Learn
Understanding Optimization
We'll start with the basics, explaining what optimization means in the context of combinatorial problems and why it's crucial for solving complex challenges.
Exploring Types of Combinatorial Optimization Problems
Dive into the diverse world of combinatorial optimization, learning about its various types and how they apply to real-world scenarios.
Finding the Shortest Path
Gain insights into efficient strategies for finding the shortest path in networks, a fundamental concept in graph theory and routing.
Calculating the complexity of NP-Hard problem
We'll explain the complexity behind NP-Hard problems, teaching you how to assess and tackle these challenging puzzles.
How to solve an NP-Hard Problem:
Learn about the strategies and approaches for solving NP-Hard problems, despite their inherent difficulties.
Travelling Salesman Problem
Explore this classic problem that seeks the shortest possible route visiting a set of locations, which is a perfect example to apply and understand combinatorial optimization and NP-hardness.
Introduction to Metaheuristic Algorithms
Discover the power of metaheuristic algorithms in finding good-enough solutions to extremely complex optimization problems, where traditional methods fall short.
Who this course is for
Individuals who have a general interest in problem-solving and optimization but may not have a specific academic or professional background in the subject.
If you're curious about solving complex problems efficiently and want to start from the ground up, this course is tailor-made for you.
Homepage
https://www.udemy.com/course/combinatorial-optimization-problem/
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