Complex building. Image created with Midjourney by the author.

NP-What? Complexity Types of Optimization Problems Explained

An introduction to one of the central questions in computer science

Hennie de Harder
Towards Data Science
11 min readAug 17, 2023

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How come the shortest path problem is easy to solve, but the traveling salesman problem is not? What are the mathematical ideas on this? How to determine if a problem will take an unmanageable number of steps if its size increases? In this post you

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📈 Data Scientist with a passion for math 💻 Currently working at IKEA and BigData Republic 💡 I share tips & tricks and fun side projects