A* algorithm is Ariadne’s thread, Neo4j GDS lib reveals why

Aniket Hingane
9 min readMar 29, 2024

Let’s learn, why it’s essential for solving real-world problems

From code in this Proj : Optimizing Routes, Minimizing Costs, Navigating Networks, Let’s Dive into A* !

In ancient Greek myth, the hero Theseus used a ball of thread to escape a labyrinth. But what if that thread could think? What if it could calculate the shortest way out? That’s the idea behind the A* algorithm. And with Neo4j GDS (Graph Data Science) lib, we can build mazes of information and let A* find the best paths within them.

What is this article about

  • This article dives into the power of the A* algorithm for solving complex pathfinding problems.
  • We’ll use a real-world supply chain example and the Neo4j GDS library to demonstrate how A* finds the most efficient route.
The result of A* Algorithm in our simulated Supply Chain Business Case

Why Read It

  • Gain insights into the power of the Neo4j GDS library for graph data science and analysis.
  • Navigating complex networks (like supply chains) to find the best routes is crucial for businesses.
  • You’ll learn how A* Algo & graph databases make this process smart and efficient.
  • Discover how to optimize your own…

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Aniket Hingane

Passionate about applying AI to practical uses,I simplify complex concepts & designs in concise articles, making complexity accessible one short piece at a time