Gespeichert in:
| Titel: | Advances in bio-inspired computing for combinatorial optimization problems |
|---|---|
| Von: |
Camelia-Mihaela Pintea
|
| Person: |
Pintea, Camelia-Mihaela
Verfasser aut |
| Hauptverfasser: | |
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2014
|
| Schriftenreihe: | Intelligent systems reference library
57 |
| Schlagworte: | |
| Online-Zugang: | http://deposit.dnb.de/cgi-bin/dokserv?id=4390659&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027222061&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Beschreibung: | X, 188 S. Ill., graph. Darst. |
| ISBN: | 3642401783 9783642401787 |
Internformat
MARC
| LEADER | 00000nam a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV041776161 | ||
| 003 | DE-604 | ||
| 005 | 20140507 | ||
| 007 | t| | ||
| 008 | 140403s2014 xx ad|| |||| 00||| eng d | ||
| 015 | |a 13,N34 |2 dnb | ||
| 016 | 7 | |a 103819041X |2 DE-101 | |
| 020 | |a 3642401783 |9 3-642-40178-3 | ||
| 020 | |a 9783642401787 |c : Gb. : EUR 106.99 |9 978-3-642-40178-7 | ||
| 024 | 3 | |a 9783642401787 | |
| 028 | 5 | 2 | |a Best.-Nr.: 86207517 |
| 035 | |a (OCoLC)864531047 | ||
| 035 | |a (DE-599)DNB103819041X | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 045 | |a 019516922 | ||
| 049 | |a DE-473 | ||
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 100 | 1 | |a Pintea, Camelia-Mihaela |e Verfasser |0 (DE-588)1049944100 |4 aut | |
| 245 | 1 | 0 | |a Advances in bio-inspired computing for combinatorial optimization problems |c Camelia-Mihaela Pintea |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2014 | |
| 300 | |a X, 188 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Intelligent systems reference library |v 57 | |
| 650 | 0 | 7 | |a Kombinatorische Optimierung |0 (DE-588)4031826-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Ameisenalgorithmus |0 (DE-588)4704280-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Metaheuristik |0 (DE-588)4820176-5 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Kombinatorische Optimierung |0 (DE-588)4031826-6 |D s |
| 689 | 0 | 1 | |a Metaheuristik |0 (DE-588)4820176-5 |D s |
| 689 | 0 | 2 | |a Ameisenalgorithmus |0 (DE-588)4704280-1 |D s |
| 689 | 0 | |5 DE-604 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-3-642-40179-4 |
| 830 | 0 | |a Intelligent systems reference library |v 57 |w (DE-604)BV035704685 |9 57 | |
| 856 | 4 | 2 | |m X:MVB |q text/html |u http://deposit.dnb.de/cgi-bin/dokserv?id=4390659&prov=M&dok_var=1&dok_ext=htm |3 Inhaltstext |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027222061&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-027222061 | |
Datensatz im Suchindex
| _version_ | 1819267305879633920 |
|---|---|
| adam_text | CONTENTS
PART I: BIOLOGICAL COMPUTING AND OPTIMIZATION
1 BIO-INSPIRED COMPUTING 3
2 COMBINATORIAL OPTIMIZATION 21
PART II: ANT ALGORITHMS
3 INTRODUCTION 31
3.1 MULTI-AGENT SYSTEMS 32
3.2 ANT PROGRAMMING APPROACH TO COMBINATORIAL
OPTIMIZATION 33
3.3 SOLVING OPTIMIZATION PROBLEMS USING BIO-INSPIRED
ALGORITHMS 41
3.4 MATHEMATICAL ANALYSIS OF ACO: HYPER-CUBE MODEL 42
3.5 A
R
P-HARD PROBLEMS ADDRESSED 43
4 LOCAL GUIDED ANT SEARCH 57
4.1 INNER-REINFORCED LOCAL SEARCH 58
4.2 SOLVING THE TRAVELING SALESMAN PROBLEM USING
INNER-REINFORCED LOCAL SEARCH 59
4.3 SOLVING THE GENERALIZED TRAVELING SALESMAN PROBLEM WITH
REINFORCING ACS 66
4.4 SOLVING THE RAILWAY TRAVELING SALESMAN PROBLEM WITH
REINFORCING ACS 72
5 SENSITIVITY: A METAHEURISTIC MODEL 81
5.1 HETEROGENEOUS SENSITIVE ANTS 82
5.2 SENSITIVE ANTS 85
HTTP://D-NB.INFO/103819041X
X CONTENTS
5.2.1 SOLVING THE GENERALIZED TRAVELING SALESMAN PROBLEM
WITH SENSITIVE ANTS 86
5.2.2 SOLVING THE GENERALIZED VEHICLE ROUTING PROBLEM
WITH SENSITIVE ANTS 89
5.2.3 SOLVING THE LINEAR ORDERING PROBLEM *. . 95
5.3 SENSITIVE ROBOTS 99
5.3.1 SOLVING A LARGE DRILLING PROBLEM WITH SENSITIVE
ROBOTS 100
PART III: BIO-INSPIRED MULTI-AGENT SYSTEMS
6 STIGMERGIC COLLABORATIVE AGENTS 107
6.1 STIGMERGIC AGENTS 107
6.2 SENSITIVE STIGMERGIC AGENTS ILL
6.3 LEARNING SENSITIVE STIGMERGIC AGENTS 116
PART IV: APPLICATIONS WITH BIO-INSPIRED ALGORITHMS
7 ANT-BASED ALGORITHMS FOR DYNAMIC PROBLEMS 125
7.1 SOLVING THE DYNAMIC GENERALIZED TRAVELING SALESMAN
PROBLEM . 126
7.2 SOLVING THE DYNAMIC GENERALIZED VEHICLE ROUTING
PROBLEM 130
7.3 SOLVING THE DYNAMIC RAILWAY TRAVELING SALESMAN
PROBLEM 134
7.4 SOLVING THE DYNAMIC LARGE DRILLING PROBLEM 138
8 AGENT-BASED ALGORITHMS FOR DIVERSE PROBLEMS 143
8.1 SOLVING THE ROOK PROBLEM WITH AGENT-BASED APPROACHES .... 144
8.2 SOLVING THE MATRIX BANDWIDTH PROBLEM WITH A HYBRID ANT
MODEL 149
8.3 SOLVING THE GATE ASSIGNMENT PROBLEM WITH A HYBRID ANT
MODEL 153
PART V: CONCLUSIONS AND REMARKS
9 CONCLUSIONS AND THE RESULTS IMPACT 165
REFERENCES 171
INDEX 187
|
| any_adam_object | 1 |
| author | Pintea, Camelia-Mihaela |
| author_GND | (DE-588)1049944100 |
| author_facet | Pintea, Camelia-Mihaela |
| author_role | aut |
| author_sort | Pintea, Camelia-Mihaela |
| author_variant | c m p cmp |
| building | Verbundindex |
| bvnumber | BV041776161 |
| classification_rvk | ST 300 |
| ctrlnum | (OCoLC)864531047 (DE-599)DNB103819041X |
| discipline | Informatik |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02045nam a2200481 cb4500</leader><controlfield tag="001">BV041776161</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20140507 </controlfield><controlfield tag="007">t|</controlfield><controlfield tag="008">140403s2014 xx ad|| |||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">13,N34</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">103819041X</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3642401783</subfield><subfield code="9">3-642-40178-3</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783642401787</subfield><subfield code="c">: Gb. : EUR 106.99</subfield><subfield code="9">978-3-642-40178-7</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783642401787</subfield></datafield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">Best.-Nr.: 86207517</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)864531047</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB103819041X</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="045" ind1=" " ind2=" "><subfield code="a">019516922</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-473</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Pintea, Camelia-Mihaela</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1049944100</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Advances in bio-inspired computing for combinatorial optimization problems</subfield><subfield code="c">Camelia-Mihaela Pintea</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">X, 188 S.</subfield><subfield code="b">Ill., graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Intelligent systems reference library</subfield><subfield code="v">57</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Kombinatorische Optimierung</subfield><subfield code="0">(DE-588)4031826-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Ameisenalgorithmus</subfield><subfield code="0">(DE-588)4704280-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Metaheuristik</subfield><subfield code="0">(DE-588)4820176-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Kombinatorische Optimierung</subfield><subfield code="0">(DE-588)4031826-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Metaheuristik</subfield><subfield code="0">(DE-588)4820176-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Ameisenalgorithmus</subfield><subfield code="0">(DE-588)4704280-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-3-642-40179-4</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Intelligent systems reference library</subfield><subfield code="v">57</subfield><subfield code="w">(DE-604)BV035704685</subfield><subfield code="9">57</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">X:MVB</subfield><subfield code="q">text/html</subfield><subfield code="u">http://deposit.dnb.de/cgi-bin/dokserv?id=4390659&prov=M&dok_var=1&dok_ext=htm</subfield><subfield code="3">Inhaltstext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027222061&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027222061</subfield></datafield></record></collection> |
| id | DE-604.BV041776161 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T16:54:49Z |
| institution | BVB |
| isbn | 3642401783 9783642401787 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027222061 |
| oclc_num | 864531047 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG |
| owner_facet | DE-473 DE-BY-UBG |
| physical | X, 188 S. Ill., graph. Darst. |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series | Intelligent systems reference library |
| series2 | Intelligent systems reference library |
| spellingShingle | Pintea, Camelia-Mihaela Advances in bio-inspired computing for combinatorial optimization problems Intelligent systems reference library Kombinatorische Optimierung (DE-588)4031826-6 gnd Ameisenalgorithmus (DE-588)4704280-1 gnd Metaheuristik (DE-588)4820176-5 gnd |
| subject_GND | (DE-588)4031826-6 (DE-588)4704280-1 (DE-588)4820176-5 |
| title | Advances in bio-inspired computing for combinatorial optimization problems |
| title_auth | Advances in bio-inspired computing for combinatorial optimization problems |
| title_exact_search | Advances in bio-inspired computing for combinatorial optimization problems |
| title_full | Advances in bio-inspired computing for combinatorial optimization problems Camelia-Mihaela Pintea |
| title_fullStr | Advances in bio-inspired computing for combinatorial optimization problems Camelia-Mihaela Pintea |
| title_full_unstemmed | Advances in bio-inspired computing for combinatorial optimization problems Camelia-Mihaela Pintea |
| title_short | Advances in bio-inspired computing for combinatorial optimization problems |
| title_sort | advances in bio inspired computing for combinatorial optimization problems |
| topic | Kombinatorische Optimierung (DE-588)4031826-6 gnd Ameisenalgorithmus (DE-588)4704280-1 gnd Metaheuristik (DE-588)4820176-5 gnd |
| topic_facet | Kombinatorische Optimierung Ameisenalgorithmus Metaheuristik |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4390659&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027222061&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035704685 |
| work_keys_str_mv | AT pinteacameliamihaela advancesinbioinspiredcomputingforcombinatorialoptimizationproblems |