Illustrating evolutionary computation with Mathematica:
An essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. Illustrating Evolutionary Computation wit...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
San Francisco
Morgan Kaufmann Pub.
2001
|
| Schriftenreihe: | Evolutionary Computation Ser
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781558606371/?ar |
| Zusammenfassung: | An essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. Illustrating Evolutionary Computation with Mathematica introduces evolutionary computation to the technically savvy reader who wishes to explore this fascinating and increasingly important field. Unique among books on evolutionary computation, the book also explores the application of evolution to developmental processes in nature, such as the growth processes in cells and plants. If you are a newcomer to the evolutionary computation field, an engineer, a programmer, or even a biologist wanting to learn how to model the evolution and coevolution of plants, this book will provide you with a visually rich and engaging account of this complex subject. * Introduces the major mechanisms of biological evolution. * Demonstrates many fascinating aspects of evolution in nature with simple, yet illustrative examples. * Explains each of the major branches of evolutionary computation: genetic algorithms, genetic programming, evolutionary programming, and evolution strategies. * Demonstrates the programming of computers by evolutionary principles using Evolvica, a genetic programming system designed by the author. * Shows in detail how to evolve developmental programs modeled by cellular automata and Lindenmayer systems. * Provides Mathematica notebooks on the Web that include all the programs in the book and supporting animations, movies, and graphics. |
| Beschreibung: | Includes bibliographical references (pages 527-546) and index. - Print version record |
| Umfang: | 1 Online-Ressource (xvii, 578 Seiten) illustrations |
| Format: | Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |
| ISBN: | 0585457077 9780585457079 9781558606371 1558606378 9780080508450 0080508456 |
Internformat
MARC
| LEADER | 00000cam a22000002 4500 | ||
|---|---|---|---|
| 001 | ZDB-30-ORH-048557560 | ||
| 003 | DE-627-1 | ||
| 005 | 20240228113856.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 191206s2001 xx |||||o 00| ||eng c | ||
| 020 | |a 0585457077 |c electronic bk. |9 0-585-45707-7 | ||
| 020 | |a 9780585457079 |c electronic bk. |9 978-0-585-45707-9 | ||
| 020 | |a 9781558606371 |9 978-1-55860-637-1 | ||
| 020 | |a 1558606378 |9 1-55860-637-8 | ||
| 020 | |a 9780080508450 |9 978-0-08-050845-0 | ||
| 020 | |a 0080508456 |9 0-08-050845-6 | ||
| 035 | |a (DE-627-1)048557560 | ||
| 035 | |a (DE-599)KEP048557560 | ||
| 035 | |a (ORHE)9781558606371 | ||
| 035 | |a (DE-627-1)048557560 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 072 | 7 | |a COM |2 bisacsh | |
| 072 | 7 | |a COM |2 bisacsh | |
| 082 | 0 | |a 006.3/1 |2 21 | |
| 100 | 1 | |a Jacob, Christian |e VerfasserIn |4 aut | |
| 240 | 1 | 0 | |a Principia evolvica |
| 245 | 1 | 0 | |a Illustrating evolutionary computation with Mathematica |c Christian Jacob ; translated from the German by Christian Jacob |
| 264 | 1 | |a San Francisco |b Morgan Kaufmann Pub. |c 2001 | |
| 264 | 2 | |a [Place of publication not identified] |b HathiTrust Digital Library | |
| 300 | |a 1 Online-Ressource (xvii, 578 Seiten) |b illustrations | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 490 | 0 | |a Evolutionary Computation Ser | |
| 500 | |a Includes bibliographical references (pages 527-546) and index. - Print version record | ||
| 506 | |f Restrictions unspecified |2 star | ||
| 520 | |a An essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. Illustrating Evolutionary Computation with Mathematica introduces evolutionary computation to the technically savvy reader who wishes to explore this fascinating and increasingly important field. Unique among books on evolutionary computation, the book also explores the application of evolution to developmental processes in nature, such as the growth processes in cells and plants. If you are a newcomer to the evolutionary computation field, an engineer, a programmer, or even a biologist wanting to learn how to model the evolution and coevolution of plants, this book will provide you with a visually rich and engaging account of this complex subject. * Introduces the major mechanisms of biological evolution. * Demonstrates many fascinating aspects of evolution in nature with simple, yet illustrative examples. * Explains each of the major branches of evolutionary computation: genetic algorithms, genetic programming, evolutionary programming, and evolution strategies. * Demonstrates the programming of computers by evolutionary principles using Evolvica, a genetic programming system designed by the author. * Shows in detail how to evolve developmental programs modeled by cellular automata and Lindenmayer systems. * Provides Mathematica notebooks on the Web that include all the programs in the book and supporting animations, movies, and graphics. | ||
| 538 | |a Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. | ||
| 650 | 0 | |a Evolutionary programming (Computer science) | |
| 650 | 0 | |a Evolutionary computation | |
| 650 | 0 | |a Mathematica (Computer program language) | |
| 650 | 4 | |a Programmation évolutive | |
| 650 | 4 | |a Réseaux neuronaux à structure évolutive | |
| 650 | 4 | |a Mathematica (Langage de programmation) | |
| 650 | 4 | |a COMPUTERS ; Enterprise Applications ; Business Intelligence Tools | |
| 650 | 4 | |a COMPUTERS ; Intelligence (AI) & Semantics | |
| 650 | 4 | |a Evolutionary computation | |
| 650 | 4 | |a Evolutionary programming (Computer science) | |
| 650 | 4 | |a Mathematica (Computer program language) | |
| 650 | 4 | |a Computersimulation | |
| 650 | 4 | |a Evolution | |
| 650 | 4 | |a Evolutionstheorie | |
| 650 | 4 | |a Genetischer Algorithmus | |
| 650 | 4 | |a Mathematica ; Programm | |
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Genetische algoritmen | |
| 650 | 4 | |a Grafische voorstellingen | |
| 650 | 4 | |a Mathematica (computerprogramma) | |
| 650 | 4 | |a Mathematica (Programm) | |
| 776 | 1 | |z 1558606378 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 1558606378 |
| 966 | 4 | 0 | |l DE-91 |p ZDB-30-ORH |q TUM_PDA_ORH |u https://learning.oreilly.com/library/view/-/9781558606371/?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 | ||
Datensatz im Suchindex
| DE-BY-TUM_katkey | ZDB-30-ORH-048557560 |
|---|---|
| _version_ | 1821494850958131201 |
| adam_text | |
| any_adam_object | |
| author | Jacob, Christian |
| author_facet | Jacob, Christian |
| author_role | aut |
| author_sort | Jacob, Christian |
| author_variant | c j cj |
| building | Verbundindex |
| bvnumber | localTUM |
| collection | ZDB-30-ORH |
| ctrlnum | (DE-627-1)048557560 (DE-599)KEP048557560 (ORHE)9781558606371 |
| dewey-full | 006.3/1 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 |
| dewey-search | 006.3/1 |
| dewey-sort | 16.3 11 |
| 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>04636cam a22007572 4500</leader><controlfield tag="001">ZDB-30-ORH-048557560</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20240228113856.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">191206s2001 xx |||||o 00| ||eng c</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0585457077</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">0-585-45707-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780585457079</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-0-585-45707-9</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781558606371</subfield><subfield code="9">978-1-55860-637-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1558606378</subfield><subfield code="9">1-55860-637-8</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780080508450</subfield><subfield code="9">978-0-08-050845-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0080508456</subfield><subfield code="9">0-08-050845-6</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)048557560</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP048557560</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ORHE)9781558606371</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)048557560</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">COM</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/1</subfield><subfield code="2">21</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Jacob, Christian</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="240" ind1="1" ind2="0"><subfield code="a">Principia evolvica</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Illustrating evolutionary computation with Mathematica</subfield><subfield code="c">Christian Jacob ; translated from the German by Christian Jacob</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">San Francisco</subfield><subfield code="b">Morgan Kaufmann Pub.</subfield><subfield code="c">2001</subfield></datafield><datafield tag="264" ind1=" " ind2="2"><subfield code="a">[Place of publication not identified]</subfield><subfield code="b">HathiTrust Digital Library</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xvii, 578 Seiten)</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="490" ind1="0" ind2=" "><subfield code="a">Evolutionary Computation Ser</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (pages 527-546) and index. - Print version record</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="f">Restrictions unspecified</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">An essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. Illustrating Evolutionary Computation with Mathematica introduces evolutionary computation to the technically savvy reader who wishes to explore this fascinating and increasingly important field. Unique among books on evolutionary computation, the book also explores the application of evolution to developmental processes in nature, such as the growth processes in cells and plants. If you are a newcomer to the evolutionary computation field, an engineer, a programmer, or even a biologist wanting to learn how to model the evolution and coevolution of plants, this book will provide you with a visually rich and engaging account of this complex subject. * Introduces the major mechanisms of biological evolution. * Demonstrates many fascinating aspects of evolution in nature with simple, yet illustrative examples. * Explains each of the major branches of evolutionary computation: genetic algorithms, genetic programming, evolutionary programming, and evolution strategies. * Demonstrates the programming of computers by evolutionary principles using Evolvica, a genetic programming system designed by the author. * Shows in detail how to evolve developmental programs modeled by cellular automata and Lindenmayer systems. * Provides Mathematica notebooks on the Web that include all the programs in the book and supporting animations, movies, and graphics.</subfield></datafield><datafield tag="538" ind1=" " ind2=" "><subfield code="a">Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Evolutionary programming (Computer science)</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Evolutionary computation</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Mathematica (Computer program language)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Programmation évolutive</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Réseaux neuronaux à structure évolutive</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematica (Langage de programmation)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">COMPUTERS ; Enterprise Applications ; Business Intelligence Tools</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">COMPUTERS ; Intelligence (AI) & Semantics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Evolutionary computation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Evolutionary programming (Computer science)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematica (Computer program language)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Computersimulation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Evolution</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Evolutionstheorie</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Genetischer Algorithmus</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematica ; Programm</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematisches Modell</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Genetische algoritmen</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Grafische voorstellingen</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematica (computerprogramma)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematica (Programm)</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">1558606378</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">1558606378</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/-/9781558606371/?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-048557560 |
| illustrated | Illustrated |
| indexdate | 2025-01-17T11:20:56Z |
| institution | BVB |
| isbn | 0585457077 9780585457079 9781558606371 1558606378 9780080508450 0080508456 |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (xvii, 578 Seiten) illustrations |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | Morgan Kaufmann Pub. |
| record_format | marc |
| series2 | Evolutionary Computation Ser |
| spelling | Jacob, Christian VerfasserIn aut Principia evolvica Illustrating evolutionary computation with Mathematica Christian Jacob ; translated from the German by Christian Jacob San Francisco Morgan Kaufmann Pub. 2001 [Place of publication not identified] HathiTrust Digital Library 1 Online-Ressource (xvii, 578 Seiten) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Evolutionary Computation Ser Includes bibliographical references (pages 527-546) and index. - Print version record Restrictions unspecified star An essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. Illustrating Evolutionary Computation with Mathematica introduces evolutionary computation to the technically savvy reader who wishes to explore this fascinating and increasingly important field. Unique among books on evolutionary computation, the book also explores the application of evolution to developmental processes in nature, such as the growth processes in cells and plants. If you are a newcomer to the evolutionary computation field, an engineer, a programmer, or even a biologist wanting to learn how to model the evolution and coevolution of plants, this book will provide you with a visually rich and engaging account of this complex subject. * Introduces the major mechanisms of biological evolution. * Demonstrates many fascinating aspects of evolution in nature with simple, yet illustrative examples. * Explains each of the major branches of evolutionary computation: genetic algorithms, genetic programming, evolutionary programming, and evolution strategies. * Demonstrates the programming of computers by evolutionary principles using Evolvica, a genetic programming system designed by the author. * Shows in detail how to evolve developmental programs modeled by cellular automata and Lindenmayer systems. * Provides Mathematica notebooks on the Web that include all the programs in the book and supporting animations, movies, and graphics. Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. Evolutionary programming (Computer science) Evolutionary computation Mathematica (Computer program language) Programmation évolutive Réseaux neuronaux à structure évolutive Mathematica (Langage de programmation) COMPUTERS ; Enterprise Applications ; Business Intelligence Tools COMPUTERS ; Intelligence (AI) & Semantics Computersimulation Evolution Evolutionstheorie Genetischer Algorithmus Mathematica ; Programm Mathematisches Modell Genetische algoritmen Grafische voorstellingen Mathematica (computerprogramma) Mathematica (Programm) 1558606378 Erscheint auch als Druck-Ausgabe 1558606378 |
| spellingShingle | Jacob, Christian Illustrating evolutionary computation with Mathematica Evolutionary programming (Computer science) Evolutionary computation Mathematica (Computer program language) Programmation évolutive Réseaux neuronaux à structure évolutive Mathematica (Langage de programmation) COMPUTERS ; Enterprise Applications ; Business Intelligence Tools COMPUTERS ; Intelligence (AI) & Semantics Computersimulation Evolution Evolutionstheorie Genetischer Algorithmus Mathematica ; Programm Mathematisches Modell Genetische algoritmen Grafische voorstellingen Mathematica (computerprogramma) Mathematica (Programm) |
| title | Illustrating evolutionary computation with Mathematica |
| title_alt | Principia evolvica |
| title_auth | Illustrating evolutionary computation with Mathematica |
| title_exact_search | Illustrating evolutionary computation with Mathematica |
| title_full | Illustrating evolutionary computation with Mathematica Christian Jacob ; translated from the German by Christian Jacob |
| title_fullStr | Illustrating evolutionary computation with Mathematica Christian Jacob ; translated from the German by Christian Jacob |
| title_full_unstemmed | Illustrating evolutionary computation with Mathematica Christian Jacob ; translated from the German by Christian Jacob |
| title_short | Illustrating evolutionary computation with Mathematica |
| title_sort | illustrating evolutionary computation with mathematica |
| topic | Evolutionary programming (Computer science) Evolutionary computation Mathematica (Computer program language) Programmation évolutive Réseaux neuronaux à structure évolutive Mathematica (Langage de programmation) COMPUTERS ; Enterprise Applications ; Business Intelligence Tools COMPUTERS ; Intelligence (AI) & Semantics Computersimulation Evolution Evolutionstheorie Genetischer Algorithmus Mathematica ; Programm Mathematisches Modell Genetische algoritmen Grafische voorstellingen Mathematica (computerprogramma) Mathematica (Programm) |
| topic_facet | Evolutionary programming (Computer science) Evolutionary computation Mathematica (Computer program language) Programmation évolutive Réseaux neuronaux à structure évolutive Mathematica (Langage de programmation) COMPUTERS ; Enterprise Applications ; Business Intelligence Tools COMPUTERS ; Intelligence (AI) & Semantics Computersimulation Evolution Evolutionstheorie Genetischer Algorithmus Mathematica ; Programm Mathematisches Modell Genetische algoritmen Grafische voorstellingen Mathematica (computerprogramma) Mathematica (Programm) |
| work_keys_str_mv | AT jacobchristian principiaevolvica AT jacobchristian illustratingevolutionarycomputationwithmathematica |