東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Agile artificial intelligence in Pha...

Bergel, Alexandre.

FindBook

Google Book

Amazon

博客來

Agile artificial intelligence in Pharo = implementing neural networks, genetic algorithms, and neuroevolution /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Agile artificial intelligence in Pharo/ by Alexandre Bergel.
其他題名:	implementing neural networks, genetic algorithms, and neuroevolution /
作者:	Bergel, Alexandre.
出版者:	Berkeley, CA :Apress : : 2020.,
面頁冊數:	xxi, 386 p. :ill., digital ;24 cm.
內容註:	Part I: Neural Network -- 1: The Perceptron Model -- 2: Artificial Neuron -- 3: Neural Networks -- 4: Theory on Learning -- 5: Data Classification -- 6: A Matrix Library -- 7: Matrix-Based Neural Network -- Part II: Genetic Algorithm -- 8: Genetic Algorithm -- 9: Genetic Algorithm in Action -- 10: Traveling Salesman Problem -- 11: Exiting a Maze -- 12: Building Zoomorphic Creatures -- 13: Evolving Zoomorphic Creature -- Part III: Neuroevolution -- 14: Neuroevolution -- 15: Neuroevolution with NEAT -- 16: The MiniMario Video Game -- Last Words.
Contained By:	Springer eBooks
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-1-4842-5384-7
ISBN:	9781484253847

Agile artificial intelligence in Pharo = implementing neural networks, genetic algorithms, and neuroevolution /
Bergel, Alexandre.

Agile artificial intelligence in Pharoimplementing neural networks, genetic algorithms, and neuroevolution /[electronic resource] :by Alexandre Bergel. - Berkeley, CA :Apress :2020. - xxi, 386 p. :ill., digital ;24 cm.

Part I: Neural Network -- 1: The Perceptron Model -- 2: Artificial Neuron -- 3: Neural Networks -- 4: Theory on Learning -- 5: Data Classification -- 6: A Matrix Library -- 7: Matrix-Based Neural Network -- Part II: Genetic Algorithm -- 8: Genetic Algorithm -- 9: Genetic Algorithm in Action -- 10: Traveling Salesman Problem -- 11: Exiting a Maze -- 12: Building Zoomorphic Creatures -- 13: Evolving Zoomorphic Creature -- Part III: Neuroevolution -- 14: Neuroevolution -- 15: Neuroevolution with NEAT -- 16: The MiniMario Video Game -- Last Words.

Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by presenting the implementation details to illustrate the numerous concepts it explains. Along the way, you'll learn neural net fundamentals to set you up for practical examples such as the traveling salesman problem and cover genetic algorithms including a fun zoomorphic creature example. Furthermore, Practical Agile AI with Pharo finishes with a data classification application and two game applications including a Pong-like game and a Flappy Bird-like game. This book is informative and fun, giving you source code to play along with. You'll be able to take this source code and apply it to your own projects. You will: Use neurons, neural networks, learning theory, and more Work with genetic algorithms Incorporate neural network principles when working towards neuroevolution Include neural network fundamentals when building three Pharo-based applications.

ISBN: 9781484253847

Standard No.: 10.1007/978-1-4842-5384-7doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335 / .B474 2020

Dewey Class. No.: 006.3

Agile artificial intelligence in Pharo = implementing neural networks, genetic algorithms, and neuroevolution /
LDR:02666nmm a2200337 a 4500 001 2221412
003 DE-He213
005 20201103170246.0
006 m d
007 cr nn 008maaau
008 201216s2020 cau s 0 eng d
020 $a 9781484253847 $q (electronic bk.)
020 $a 9781484253830 $q (paper)
024 7 $a 10.1007/978-1-4842-5384-7 $2 doi
035 $a 978-1-4842-5384-7
040 $a GP $c GP
041 0 $a eng
050 4 $a Q335 $b .B474 2020
072 7 $a UMX $2 bicssc
072 7 $a COM051010 $2 bisacsh
072 7 $a UMX $2 thema
072 7 $a UMC $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q335 $b .B495 2020
100 1 $a Bergel, Alexandre. $3 3459614
245 1 0 $a Agile artificial intelligence in Pharo $h [electronic resource] : $b implementing neural networks, genetic algorithms, and neuroevolution / $c by Alexandre Bergel.
260 $a Berkeley, CA : $b Apress : $b Imprint: Apress, $c 2020.
300 $a xxi, 386 p. : $b ill., digital ; $c 24 cm.
505 0 $a Part I: Neural Network -- 1: The Perceptron Model -- 2: Artificial Neuron -- 3: Neural Networks -- 4: Theory on Learning -- 5: Data Classification -- 6: A Matrix Library -- 7: Matrix-Based Neural Network -- Part II: Genetic Algorithm -- 8: Genetic Algorithm -- 9: Genetic Algorithm in Action -- 10: Traveling Salesman Problem -- 11: Exiting a Maze -- 12: Building Zoomorphic Creatures -- 13: Evolving Zoomorphic Creature -- Part III: Neuroevolution -- 14: Neuroevolution -- 15: Neuroevolution with NEAT -- 16: The MiniMario Video Game -- Last Words.
520 $a Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by presenting the implementation details to illustrate the numerous concepts it explains. Along the way, you'll learn neural net fundamentals to set you up for practical examples such as the traveling salesman problem and cover genetic algorithms including a fun zoomorphic creature example. Furthermore, Practical Agile AI with Pharo finishes with a data classification application and two game applications including a Pong-like game and a Flappy Bird-like game. This book is informative and fun, giving you source code to play along with. You'll be able to take this source code and apply it to your own projects. You will: Use neurons, neural networks, learning theory, and more Work with genetic algorithms Incorporate neural network principles when working towards neuroevolution Include neural network fundamentals when building three Pharo-based applications.
650 0 $a Artificial intelligence. $3 516317
650 0 $a Agile software development. $3 926939
650 1 4 $a Programming Languages, Compilers, Interpreters. $3 891123
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Programming Techniques. $3 892496
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-1-4842-5384-7
950 $a Professional and Applied Computing (Springer-12059)