Toward an Agent-Based and Equation-Based Coupling Framework View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2016

AUTHORS

Huynh Quang Nghi , Tri Nguyen-Huu , Arnaud Grignard , Hiep Xuan Huynh , Alexis Drogoul

ABSTRACT

The ecology modeling generally opposes two class of models, equations based models and multi-agents based models. Mathematical models allow predicting the long-term dynamics of the studied systems. However, the variability between individuals is difficult to represent, what makes these more suitable models for large and homogeneous populations. Multi-agent models allow representing the attributes and behavior of each individual and therefore provide a greater level of detail. In return, these systems are more difficult to analyze. These approaches have often been compared, but rarely used simultaneously. We propose a hybrid approach to couple equations models and agent-based models, as well as its implementation on the modeling platform Gama [7]. We focus on the representation of a classical theoretical epidemiological model (SIR model) and we illustrate the construction of a class of models based on it. More... »

PAGES

311-324

References to SciGraph publications

Book

TITLE

Nature of Computation and Communication

ISBN

978-3-319-46908-9
978-3-319-46909-6

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-319-46909-6_28

DOI

http://dx.doi.org/10.1007/978-3-319-46909-6_28

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1036937703


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0801", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Artificial Intelligence and Image Processing", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Information and Computing Sciences", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "name": [
            "DREAM-CTU/IRD, CICT-CTU", 
            "IXXI, ENS Lyon"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Nghi", 
        "givenName": "Huynh Quang", 
        "id": "sg:person.010311475535.12", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010311475535.12"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Cadi Ayyad University", 
          "id": "https://www.grid.ac/institutes/grid.411840.8", 
          "name": [
            "IRD, Centre Ile-de-France", 
            "Sorbonne University, Universit Pierre et Marie Curie Paris 6", 
            "Facult\u00e9 des Sciences de Semlalia, Universit\u00e9 Cadi Ayyad", 
            "University of Science and Technology of Hanoi", 
            "IXXI, ENS Lyon"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Nguyen-Huu", 
        "givenName": "Tri", 
        "id": "sg:person.0576267574.20", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0576267574.20"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Cadi Ayyad University", 
          "id": "https://www.grid.ac/institutes/grid.411840.8", 
          "name": [
            "Sorbonne University, Universit Pierre et Marie Curie Paris 6", 
            "Facult\u00e9 des Sciences de Semlalia, Universit\u00e9 Cadi Ayyad", 
            "IXXI, ENS Lyon"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Grignard", 
        "givenName": "Arnaud", 
        "id": "sg:person.016034363323.78", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016034363323.78"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "DREAM-CTU/IRD, CICT-CTU", 
            "IXXI, ENS Lyon"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Huynh", 
        "givenName": "Hiep Xuan", 
        "id": "sg:person.014765730247.95", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014765730247.95"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "University of Science and Technology of Hanoi", 
            "IXXI, ENS Lyon"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Drogoul", 
        "givenName": "Alexis", 
        "id": "sg:person.013046461323.11", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013046461323.11"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "sg:pub.10.1007/10692956_2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1000269284", 
          "https://doi.org/10.1007/10692956_2"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/10692956_2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1000269284", 
          "https://doi.org/10.1007/10692956_2"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-642-25920-3_30", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1001543718", 
          "https://doi.org/10.1007/978-3-642-25920-3_30"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-0-85729-115-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1014098644", 
          "https://doi.org/10.1007/978-0-85729-115-8"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-0-85729-115-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1014098644", 
          "https://doi.org/10.1007/978-0-85729-115-8"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-0-85729-115-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1014098644", 
          "https://doi.org/10.1007/978-0-85729-115-8"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-319-15392-6_16", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020845365", 
          "https://doi.org/10.1007/978-3-319-15392-6_16"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-642-44927-7_9", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020998454", 
          "https://doi.org/10.1007/978-3-642-44927-7_9"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.mbs.2012.11.002", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1022112338"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-642-27216-5_28", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1032507327", 
          "https://doi.org/10.1007/978-3-642-27216-5_28"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1098/rspa.1927.0118", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1047710630"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1287/mnsc.1070.0787", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1064714813"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2016", 
    "datePublishedReg": "2016-01-01", 
    "description": "The ecology modeling generally opposes two class of models, equations based models and multi-agents based models. Mathematical models allow predicting the long-term dynamics of the studied systems. However, the variability between individuals is difficult to represent, what makes these more suitable models for large and homogeneous populations. Multi-agent models allow representing the attributes and behavior of each individual and therefore provide a greater level of detail. In return, these systems are more difficult to analyze. These approaches have often been compared, but rarely used simultaneously. We propose a hybrid approach to couple equations models and agent-based models, as well as its implementation on the modeling platform Gama [7]. We focus on the representation of a classical theoretical epidemiological model (SIR model) and we illustrate the construction of a class of models based on it.", 
    "editor": [
      {
        "familyName": "Vinh", 
        "givenName": "Phan Cong", 
        "type": "Person"
      }, 
      {
        "familyName": "Barolli", 
        "givenName": "Leonard", 
        "type": "Person"
      }
    ], 
    "genre": "chapter", 
    "id": "sg:pub.10.1007/978-3-319-46909-6_28", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": false, 
    "isPartOf": {
      "isbn": [
        "978-3-319-46908-9", 
        "978-3-319-46909-6"
      ], 
      "name": "Nature of Computation and Communication", 
      "type": "Book"
    }, 
    "name": "Toward an Agent-Based and Equation-Based Coupling Framework", 
    "pagination": "311-324", 
    "productId": [
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1007/978-3-319-46909-6_28"
        ]
      }, 
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "aff51a641bbb3765f76099ffd2c94cf4b4e3469dcedc0bdbf20d4611b4c92d58"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1036937703"
        ]
      }
    ], 
    "publisher": {
      "location": "Cham", 
      "name": "Springer International Publishing", 
      "type": "Organisation"
    }, 
    "sameAs": [
      "https://doi.org/10.1007/978-3-319-46909-6_28", 
      "https://app.dimensions.ai/details/publication/pub.1036937703"
    ], 
    "sdDataset": "chapters", 
    "sdDatePublished": "2019-04-15T21:03", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8690_00000266.jsonl", 
    "type": "Chapter", 
    "url": "http://link.springer.com/10.1007/978-3-319-46909-6_28"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-46909-6_28'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-46909-6_28'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-46909-6_28'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-46909-6_28'


 

This table displays all metadata directly associated to this object as RDF triples.

144 TRIPLES      23 PREDICATES      36 URIs      20 LITERALS      8 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1007/978-3-319-46909-6_28 schema:about anzsrc-for:08
2 anzsrc-for:0801
3 schema:author N19d2023b487946d281fdd3a0d64abf44
4 schema:citation sg:pub.10.1007/10692956_2
5 sg:pub.10.1007/978-0-85729-115-8
6 sg:pub.10.1007/978-3-319-15392-6_16
7 sg:pub.10.1007/978-3-642-25920-3_30
8 sg:pub.10.1007/978-3-642-27216-5_28
9 sg:pub.10.1007/978-3-642-44927-7_9
10 https://doi.org/10.1016/j.mbs.2012.11.002
11 https://doi.org/10.1098/rspa.1927.0118
12 https://doi.org/10.1287/mnsc.1070.0787
13 schema:datePublished 2016
14 schema:datePublishedReg 2016-01-01
15 schema:description The ecology modeling generally opposes two class of models, equations based models and multi-agents based models. Mathematical models allow predicting the long-term dynamics of the studied systems. However, the variability between individuals is difficult to represent, what makes these more suitable models for large and homogeneous populations. Multi-agent models allow representing the attributes and behavior of each individual and therefore provide a greater level of detail. In return, these systems are more difficult to analyze. These approaches have often been compared, but rarely used simultaneously. We propose a hybrid approach to couple equations models and agent-based models, as well as its implementation on the modeling platform Gama [7]. We focus on the representation of a classical theoretical epidemiological model (SIR model) and we illustrate the construction of a class of models based on it.
16 schema:editor N0e94d27257d94b54ac2459ab5ed4ec61
17 schema:genre chapter
18 schema:inLanguage en
19 schema:isAccessibleForFree false
20 schema:isPartOf N83067e0396d646629c46c6a8ed036812
21 schema:name Toward an Agent-Based and Equation-Based Coupling Framework
22 schema:pagination 311-324
23 schema:productId N39a19bb944ff41f29c1b3d04f6d6002d
24 Na68321cb598e424cb4b25b37d7690198
25 Ndf23385de43c4ea395e3176e3a45123b
26 schema:publisher N9b894d66a2f24b7abbbb7d22b83d274b
27 schema:sameAs https://app.dimensions.ai/details/publication/pub.1036937703
28 https://doi.org/10.1007/978-3-319-46909-6_28
29 schema:sdDatePublished 2019-04-15T21:03
30 schema:sdLicense https://scigraph.springernature.com/explorer/license/
31 schema:sdPublisher N1545c8e27ae44a81837f4b11e2e4104a
32 schema:url http://link.springer.com/10.1007/978-3-319-46909-6_28
33 sgo:license sg:explorer/license/
34 sgo:sdDataset chapters
35 rdf:type schema:Chapter
36 N0e94d27257d94b54ac2459ab5ed4ec61 rdf:first Nf9171323727c4d4ca0a499a3da8809e4
37 rdf:rest Nf538a930a2ea45c180a910e8e404d672
38 N1545c8e27ae44a81837f4b11e2e4104a schema:name Springer Nature - SN SciGraph project
39 rdf:type schema:Organization
40 N19d2023b487946d281fdd3a0d64abf44 rdf:first sg:person.010311475535.12
41 rdf:rest N2c3de77474d5426b938fb94e3d768cd7
42 N289d829d1e55418f9c405dc5099978ae rdf:first sg:person.013046461323.11
43 rdf:rest rdf:nil
44 N2c3de77474d5426b938fb94e3d768cd7 rdf:first sg:person.0576267574.20
45 rdf:rest N5148bd8e47cd44e38b7ccb363f94c1f7
46 N39a19bb944ff41f29c1b3d04f6d6002d schema:name dimensions_id
47 schema:value pub.1036937703
48 rdf:type schema:PropertyValue
49 N4037cd151a5e4936bb195519b5eb2409 schema:name DREAM-CTU/IRD, CICT-CTU
50 IXXI, ENS Lyon
51 rdf:type schema:Organization
52 N437867c5204643049ed0173d450eca86 rdf:first sg:person.014765730247.95
53 rdf:rest N289d829d1e55418f9c405dc5099978ae
54 N460020f287834957baea4d77e94233b0 schema:familyName Barolli
55 schema:givenName Leonard
56 rdf:type schema:Person
57 N5148bd8e47cd44e38b7ccb363f94c1f7 rdf:first sg:person.016034363323.78
58 rdf:rest N437867c5204643049ed0173d450eca86
59 N83067e0396d646629c46c6a8ed036812 schema:isbn 978-3-319-46908-9
60 978-3-319-46909-6
61 schema:name Nature of Computation and Communication
62 rdf:type schema:Book
63 N913574a986764551a19077c0eb4721d9 schema:name DREAM-CTU/IRD, CICT-CTU
64 IXXI, ENS Lyon
65 rdf:type schema:Organization
66 N9b894d66a2f24b7abbbb7d22b83d274b schema:location Cham
67 schema:name Springer International Publishing
68 rdf:type schema:Organisation
69 Na68321cb598e424cb4b25b37d7690198 schema:name doi
70 schema:value 10.1007/978-3-319-46909-6_28
71 rdf:type schema:PropertyValue
72 Ndf23385de43c4ea395e3176e3a45123b schema:name readcube_id
73 schema:value aff51a641bbb3765f76099ffd2c94cf4b4e3469dcedc0bdbf20d4611b4c92d58
74 rdf:type schema:PropertyValue
75 Nf456c587ebed4e45b6962c9f2ae3f2f4 schema:name IXXI, ENS Lyon
76 University of Science and Technology of Hanoi
77 rdf:type schema:Organization
78 Nf538a930a2ea45c180a910e8e404d672 rdf:first N460020f287834957baea4d77e94233b0
79 rdf:rest rdf:nil
80 Nf9171323727c4d4ca0a499a3da8809e4 schema:familyName Vinh
81 schema:givenName Phan Cong
82 rdf:type schema:Person
83 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
84 schema:name Information and Computing Sciences
85 rdf:type schema:DefinedTerm
86 anzsrc-for:0801 schema:inDefinedTermSet anzsrc-for:
87 schema:name Artificial Intelligence and Image Processing
88 rdf:type schema:DefinedTerm
89 sg:person.010311475535.12 schema:affiliation N4037cd151a5e4936bb195519b5eb2409
90 schema:familyName Nghi
91 schema:givenName Huynh Quang
92 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010311475535.12
93 rdf:type schema:Person
94 sg:person.013046461323.11 schema:affiliation Nf456c587ebed4e45b6962c9f2ae3f2f4
95 schema:familyName Drogoul
96 schema:givenName Alexis
97 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013046461323.11
98 rdf:type schema:Person
99 sg:person.014765730247.95 schema:affiliation N913574a986764551a19077c0eb4721d9
100 schema:familyName Huynh
101 schema:givenName Hiep Xuan
102 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014765730247.95
103 rdf:type schema:Person
104 sg:person.016034363323.78 schema:affiliation https://www.grid.ac/institutes/grid.411840.8
105 schema:familyName Grignard
106 schema:givenName Arnaud
107 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016034363323.78
108 rdf:type schema:Person
109 sg:person.0576267574.20 schema:affiliation https://www.grid.ac/institutes/grid.411840.8
110 schema:familyName Nguyen-Huu
111 schema:givenName Tri
112 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0576267574.20
113 rdf:type schema:Person
114 sg:pub.10.1007/10692956_2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1000269284
115 https://doi.org/10.1007/10692956_2
116 rdf:type schema:CreativeWork
117 sg:pub.10.1007/978-0-85729-115-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014098644
118 https://doi.org/10.1007/978-0-85729-115-8
119 rdf:type schema:CreativeWork
120 sg:pub.10.1007/978-3-319-15392-6_16 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020845365
121 https://doi.org/10.1007/978-3-319-15392-6_16
122 rdf:type schema:CreativeWork
123 sg:pub.10.1007/978-3-642-25920-3_30 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001543718
124 https://doi.org/10.1007/978-3-642-25920-3_30
125 rdf:type schema:CreativeWork
126 sg:pub.10.1007/978-3-642-27216-5_28 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032507327
127 https://doi.org/10.1007/978-3-642-27216-5_28
128 rdf:type schema:CreativeWork
129 sg:pub.10.1007/978-3-642-44927-7_9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020998454
130 https://doi.org/10.1007/978-3-642-44927-7_9
131 rdf:type schema:CreativeWork
132 https://doi.org/10.1016/j.mbs.2012.11.002 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022112338
133 rdf:type schema:CreativeWork
134 https://doi.org/10.1098/rspa.1927.0118 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047710630
135 rdf:type schema:CreativeWork
136 https://doi.org/10.1287/mnsc.1070.0787 schema:sameAs https://app.dimensions.ai/details/publication/pub.1064714813
137 rdf:type schema:CreativeWork
138 https://www.grid.ac/institutes/grid.411840.8 schema:alternateName Cadi Ayyad University
139 schema:name Faculté des Sciences de Semlalia, Université Cadi Ayyad
140 IRD, Centre Ile-de-France
141 IXXI, ENS Lyon
142 Sorbonne University, Universit Pierre et Marie Curie Paris 6
143 University of Science and Technology of Hanoi
144 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...