Graph Algorithms the Fun Way: Powerful Algorithms Decoded, Not Oversimplified | 誠品線上

Graph Algorithms the Fun Way: Powerful Algorithms Decoded, Not Oversimplified

內容簡介

內容簡介 Enter the wonderful world of graph algorithms, where you'll learn when and how to apply these highly useful data structures to solve a wide range of fascinating (and fantastical) computational problems. Graph Algorithms the Fun Way offers a refreshing approach to complex concepts by blending humor, imaginative examples, and practical Python implementations to reveal the power and versatility of graph based problem-solving in the real world. Through clear diagrams, engaging examples, and Python code, you'll build a solid foundation for addressing graph problems in your own projects. Explore a rich landscape of cleverly constructed scenarios where: Hedge mazes illuminate depth-first searchUrban explorations demonstrate breadth-first searchIntricate labyrinths reveal bridges and articulation pointsStrategic planning illustrates bipartite matchingFrom fundamental graph structures to advanced topics, you will: Implement powerful algorithms, including Dijkstra's, A*, and Floyd-WarshallTackle puzzles and optimize pathfinding with newfound confidenceUncover real-world applications in social networks and transportation systemsDevelop robust intuition for when and why to apply specific graph techniquesDelve into topological sorting, minimum spanning trees, strongly connected components, and random walks. Confront challenges like graph coloring and the traveling salesperson problem. Prepare to view the world through the lens of graphs--where connections reveal insights and algorithms unlock new possibilities.

作者介紹

作者介紹 Jeremy Kubica is an engineering director working at the intersection of computer science and astrophysics. He holds a PhD in robotics from Carnegie Mellon University and a BS in computer science from Cornell University. He is the author of The CS Detective, Data Structures the Fun Way (both from No Starch Press), and Computational Fairy Tales.

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