Hands-On Artificial Intelligence for Search Building Intelligent Applications and Perform Enterprise Searches
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. Rando...
| Main Author: | |
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| Format: | eBook |
| Language: | English |
| Published: |
Birmingham
Packt Publishing Ltd,
2018.
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| Subjects: | |
| Online Access: | EBSCOhost Перейти в каталог НБ ТГУ |
| LEADER | 03367cam a2200529Mu 4500 | ||
|---|---|---|---|
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| 003 | OCoLC | ||
| 005 | 20250222070018.0 | ||
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| 020 | |a 1789612470 |q (electronic bk.) | ||
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| 049 | |a MAIN | ||
| 100 | 1 | |a Patel, Devangini. |9 912879 | |
| 245 | 1 | 0 | |a Hands-On Artificial Intelligence for Search |h [electronic resource] |b Building Intelligent Applications and Perform Enterprise Searches |c Devangini Patel. |
| 260 | |a Birmingham |b Packt Publishing Ltd, |c 2018. |9 910823 | ||
| 300 | |a 1 online resource (120 p.) | ||
| 500 | |a Description based upon print version of record. | ||
| 505 | 0 | |a 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 | |
| 505 | 8 | |a 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 | |
| 520 | |a 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 ... | ||
| 653 | 7 | |a Computers |x Expert Systems. |2 bisacsh | |
| 653 | 7 | |a Computers |x Web |x Search Engines. |2 bisacsh | |
| 653 | 7 | |a Internet searching. |2 bicssc | |
| 653 | 7 | |a Expert systems / knowledge-based systems. |2 bicssc | |
| 653 | 7 | |a Computers |x Computer Science. |2 bisacsh | |
| 653 | 7 | |a Computer science. |2 bicssc | |
| 653 | 0 | |a Artificial intelligence. | |
| 653 | 0 | |a Application software |x Development. | |
| 653 | 0 | |a Machine learning. | |
| 653 | 0 | |a Python (Computer program language) | |
| 653 | 7 | |a COMPUTERS / General. |2 bisacsh | |
| 655 | 0 | |a EBSCO eBooks |9 905790 | |
| 655 | 4 | |a Electronic books. |9 899821 | |
| 856 | 4 | 0 | |3 EBSCOhost |u https://www.lib.tsu.ru/limit/2023/EBSCO/1881490.pdf |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1013968 | ||
| 910 | |a EBSCO eBooks | ||
| 999 | |c 1013968 |d 1013968 | ||
| 039 | |||