Agile artificial intelligence in Pharo: implementing neural networks, genetic algorithms, and neuroevolution
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, youll learn...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[United States]
Apress
[2020]
|
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781484253847/?ar |
| Summary: | 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, youll 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. Youll 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. |
| Item Description: | Includes index. - Includes bibliographical references. - Online resource; title from PDF title page (Ebook Central, viewed October 1, 2020) |
| Physical Description: | 1 online resource (xxi, 386 pages) illustrations |
| ISBN: | 9781484253847 1484253841 |
Staff View
MARC
| LEADER | 00000cam a22000002c 4500 | ||
|---|---|---|---|
| 001 | ZDB-30-ORH-053527151 | ||
| 003 | DE-627-1 | ||
| 005 | 20240228121115.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 200625s2020 xx |||||o 00| ||eng c | ||
| 020 | |a 9781484253847 |c electronic bk. |9 978-1-4842-5384-7 | ||
| 020 | |a 1484253841 |c electronic bk. |9 1-4842-5384-1 | ||
| 035 | |a (DE-627-1)053527151 | ||
| 035 | |a (DE-599)KEP053527151 | ||
| 035 | |a (ORHE)9781484253847 | ||
| 035 | |a (DE-627-1)053527151 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 072 | 7 | |a UMX |2 bicssc | |
| 072 | 7 | |a COM051010 |2 bisacsh | |
| 082 | 0 | |a 006.3 |2 23 | |
| 100 | 1 | |a Bergel, Alexandre |e VerfasserIn |4 aut | |
| 245 | 1 | 0 | |a Agile artificial intelligence in Pharo |b implementing neural networks, genetic algorithms, and neuroevolution |c Alexandre Bergel |
| 264 | 1 | |a [United States] |b Apress |c [2020] | |
| 300 | |a 1 online resource (xxi, 386 pages) |b illustrations | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Includes index. - Includes bibliographical references. - Online resource; title from PDF title page (Ebook Central, viewed October 1, 2020) | ||
| 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, youll 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. Youll 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 | |
| 650 | 0 | |a Agile software development | |
| 650 | 2 | |a Artificial Intelligence | |
| 650 | 4 | |a Intelligence artificielle | |
| 650 | 4 | |a Méthodes agiles (Développement de logiciels) | |
| 650 | 4 | |a artificial intelligence | |
| 650 | 4 | |a Agile software development | |
| 650 | 4 | |a Artificial intelligence | |
| 776 | 1 | |z 1484253833 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 1484253833 |
| 966 | 4 | 0 | |l DE-91 |p ZDB-30-ORH |q TUM_PDA_ORH |u https://learning.oreilly.com/library/view/-/9781484253847/?ar |m X:ORHE |x Aggregator |z lizenzpflichtig |3 Volltext |
| 912 | |a ZDB-30-ORH | ||
| 912 | |a ZDB-30-ORH | ||
| 951 | |a BO | ||
| 912 | |a ZDB-30-ORH | ||
| 049 | |a DE-91 | ||
Record in the Search Index
| DE-BY-TUM_katkey | ZDB-30-ORH-053527151 |
|---|---|
| _version_ | 1833357047963320320 |
| adam_text | |
| any_adam_object | |
| author | Bergel, Alexandre |
| author_facet | Bergel, Alexandre |
| author_role | aut |
| author_sort | Bergel, Alexandre |
| author_variant | a b ab |
| building | Verbundindex |
| bvnumber | localTUM |
| collection | ZDB-30-ORH |
| ctrlnum | (DE-627-1)053527151 (DE-599)KEP053527151 (ORHE)9781484253847 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02888cam a22004932c 4500</leader><controlfield tag="001">ZDB-30-ORH-053527151</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20240228121115.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">200625s2020 xx |||||o 00| ||eng c</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781484253847</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-1-4842-5384-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1484253841</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">1-4842-5384-1</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)053527151</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP053527151</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ORHE)9781484253847</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)053527151</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">UMX</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM051010</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Bergel, Alexandre</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Agile artificial intelligence in Pharo</subfield><subfield code="b">implementing neural networks, genetic algorithms, and neuroevolution</subfield><subfield code="c">Alexandre Bergel</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[United States]</subfield><subfield code="b">Apress</subfield><subfield code="c">[2020]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (xxi, 386 pages)</subfield><subfield code="b">illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes index. - Includes bibliographical references. - Online resource; title from PDF title page (Ebook Central, viewed October 1, 2020)</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="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, youll 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. Youll 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.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Agile software development</subfield></datafield><datafield tag="650" ind1=" " ind2="2"><subfield code="a">Artificial Intelligence</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Intelligence artificielle</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Méthodes agiles (Développement de logiciels)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">artificial intelligence</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Agile software development</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">1484253833</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">1484253833</subfield></datafield><datafield tag="966" ind1="4" ind2="0"><subfield code="l">DE-91</subfield><subfield code="p">ZDB-30-ORH</subfield><subfield code="q">TUM_PDA_ORH</subfield><subfield code="u">https://learning.oreilly.com/library/view/-/9781484253847/?ar</subfield><subfield code="m">X:ORHE</subfield><subfield code="x">Aggregator</subfield><subfield code="z">lizenzpflichtig</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield></datafield></record></collection> |
| id | ZDB-30-ORH-053527151 |
| illustrated | Illustrated |
| indexdate | 2025-05-28T09:45:29Z |
| institution | BVB |
| isbn | 9781484253847 1484253841 |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 online resource (xxi, 386 pages) illustrations |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Apress |
| record_format | marc |
| spelling | Bergel, Alexandre VerfasserIn aut Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution Alexandre Bergel [United States] Apress [2020] 1 online resource (xxi, 386 pages) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes index. - Includes bibliographical references. - Online resource; title from PDF title page (Ebook Central, viewed October 1, 2020) 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, youll 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. Youll 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. Artificial intelligence Agile software development Artificial Intelligence Intelligence artificielle Méthodes agiles (Développement de logiciels) artificial intelligence 1484253833 Erscheint auch als Druck-Ausgabe 1484253833 |
| spellingShingle | Bergel, Alexandre Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution Artificial intelligence Agile software development Artificial Intelligence Intelligence artificielle Méthodes agiles (Développement de logiciels) artificial intelligence |
| title | Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution |
| title_auth | Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution |
| title_exact_search | Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution |
| title_full | Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution Alexandre Bergel |
| title_fullStr | Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution Alexandre Bergel |
| title_full_unstemmed | Agile artificial intelligence in Pharo implementing neural networks, genetic algorithms, and neuroevolution Alexandre Bergel |
| title_short | Agile artificial intelligence in Pharo |
| title_sort | agile artificial intelligence in pharo implementing neural networks genetic algorithms and neuroevolution |
| title_sub | implementing neural networks, genetic algorithms, and neuroevolution |
| topic | Artificial intelligence Agile software development Artificial Intelligence Intelligence artificielle Méthodes agiles (Développement de logiciels) artificial intelligence |
| topic_facet | Artificial intelligence Agile software development Artificial Intelligence Intelligence artificielle Méthodes agiles (Développement de logiciels) artificial intelligence |
| work_keys_str_mv | AT bergelalexandre agileartificialintelligenceinpharoimplementingneuralnetworksgeneticalgorithmsandneuroevolution |