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Hands-On Artificial Intelligence for Search : Building Intelligent Applications and Perform Enterprise Searches / Devangini Patel.

By: Material type: TextTextPublication details: Birmingham : Packt Publishing Ltd, 2018.Description: 1 online resource (120 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781789612479
  • 1789612470
Subject(s): Additional physical formats: Print version:: Hands-On Artificial Intelligence for Search : Building Intelligent Applications and Perform Enterprise Searches.DDC classification:
  • 006.3 23
LOC classification:
  • TA347.A78
Online resources:
Contents:
Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Understanding the Depth-First Search Algorithm; Installing and setting up libraries; Setting up Python; Setting up Graphviz; Installing pip; Introduction to file searching applications; Basic search concepts; Formulating the search problem; Building trees with nodes; Stack data structure; The DFS algorithm; Recursive DFS; Do it yourself; Summary; Chapter 2: Understanding the Breadth-First Search Algorithm; Understanding the LinkedIn connection feature; Graph data structure.
Queue data structureThe BFS algorithm; BFS versus DFS; Order of traversal; Data structures; Memory; Optimal solution; Do it yourself; Summary; Chapter 3: Understanding the Heuristic Search Algorithm; Revisiting the navigation application; The priority queue data structure; Visualizing a search tree; Greedy BFS; A* Search; What is a good heuristic function? ; Properties of a good heuristic function; Admissible; Consistent; Summary; Other Books You May Enjoy; Index.
Summary: In this book, you will understand what artificial intelligence is. It explains in detail basic search methods: Depth-First Search (DFS), Breadth-First Search (BFS), and A* Search, which can be used to make intelligent decisions when the initial state, end state, and possible actions are known. Random solutions or greedy solutions can be found ...
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library EBSCO Computers Available
Total holds: 0

Print version record.

Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Understanding the Depth-First Search Algorithm; Installing and setting up libraries; Setting up Python; Setting up Graphviz; Installing pip; Introduction to file searching applications; Basic search concepts; Formulating the search problem; Building trees with nodes; Stack data structure; The DFS algorithm; Recursive DFS; Do it yourself; Summary; Chapter 2: Understanding the Breadth-First Search Algorithm; Understanding the LinkedIn connection feature; Graph data structure.

Queue data structureThe BFS algorithm; BFS versus DFS; Order of traversal; Data structures; Memory; Optimal solution; Do it yourself; Summary; Chapter 3: Understanding the Heuristic Search Algorithm; Revisiting the navigation application; The priority queue data structure; Visualizing a search tree; Greedy BFS; A* Search; What is a good heuristic function? ; Properties of a good heuristic function; Admissible; Consistent; Summary; Other Books You May Enjoy; Index.

In this book, you will understand what artificial intelligence is. It explains in detail basic search methods: Depth-First Search (DFS), Breadth-First Search (BFS), and A* Search, which can be used to make intelligent decisions when the initial state, end state, and possible actions are known. Random solutions or greedy solutions can be found ...

Added to collection customer.56279.3

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