<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-02091645</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-19T11:22:13+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Modelling Air Pollution Crises Using Multi-agent Simulation</title>
            <author role="aut">
              <persName>
                <forename type="first">Sabri</forename>
                <surname>Ghazi</surname>
              </persName>
              <idno type="halauthorid">839159-0</idno>
              <orgName ref="#struct-0"/>
              <affiliation ref="#struct-258693"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Julie</forename>
                <surname>Dugdale</surname>
              </persName>
              <email type="md5">65e7adc9664a7e594c78bad3c3bdb1c7</email>
              <email type="domain">imag.fr</email>
              <idno type="idhal" notation="string">julie-dugdale</idno>
              <idno type="idhal" notation="numeric">20582</idno>
              <idno type="halauthorid" notation="string">19762-20582</idno>
              <idno type="IDREF">https://www.idref.fr/151818975</idno>
              <affiliation ref="#struct-1042464"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Tarek</forename>
                <surname>Khadir</surname>
              </persName>
              <email type="md5">c0985d33a304124100f6ab279b8e7d08</email>
              <email type="domain">labged.net</email>
              <idno type="idhal" notation="numeric">1045234</idno>
              <idno type="halauthorid" notation="string">1560020-1045234</idno>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Julie</forename>
                <surname>Dugdale</surname>
              </persName>
              <email type="md5">65e7adc9664a7e594c78bad3c3bdb1c7</email>
              <email type="domain">imag.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2019-04-05 21:41:07</date>
              <date type="whenModified">2025-09-27 18:39:45</date>
              <date type="whenReleased">2019-04-08 14:48:51</date>
              <date type="whenProduced">2016-01-05</date>
              <date type="whenEndEmbargoed">2019-04-05</date>
              <ref type="file" target="https://hal.science/hal-02091645v1/document">
                <date notBefore="2019-04-05"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-02091645v1/file/hicss_mas_crisis_management_jd-final.pdf" id="file-2091645-2091011">
                <date notBefore="2019-04-05"/>
              </ref>
              <ref type="externalLink" target="http://arxiv.org/pdf/1904.04018"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="196610">
                <persName>
                  <forename>Julie</forename>
                  <surname>Dugdale</surname>
                </persName>
                <email type="md5">65e7adc9664a7e594c78bad3c3bdb1c7</email>
                <email type="domain">imag.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-02091645</idno>
            <idno type="halUri">https://hal.science/hal-02091645</idno>
            <idno type="halBibtex">ghazi:hal-02091645</idno>
            <idno type="halRefHtml">&lt;i&gt;Hawaii International Conference on System Sciences&lt;/i&gt;, Jan 2016, Kauai, United States</idno>
            <idno type="halRef">Hawaii International Conference on System Sciences, Jan 2016, Kauai, United States</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-2091645-2091011"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UGA">HAL Grenoble Alpes</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INPG">Institut polytechnique de Grenoble</idno>
            <idno type="stamp" n="LIG">Laboratoire d'Informatique de Grenoble</idno>
            <idno type="stamp" n="UGA-COMUE">Université Grenoble Alpes [2016-2019]</idno>
            <idno type="stamp" n="LIG_SIDCH" corresp="LIG">Systèmes intelligents pour les données, les connaissances et les humains</idno>
            <idno type="stamp" n="TEST-UGA">TEST-UGA</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Modelling Air Pollution Crises Using Multi-agent Simulation</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Sabri</forename>
                    <surname>Ghazi</surname>
                  </persName>
                  <idno type="halauthorid">839159-0</idno>
                  <orgName ref="#struct-0"/>
                  <affiliation ref="#struct-258693"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Julie</forename>
                    <surname>Dugdale</surname>
                  </persName>
                  <email type="md5">65e7adc9664a7e594c78bad3c3bdb1c7</email>
                  <email type="domain">imag.fr</email>
                  <idno type="idhal" notation="string">julie-dugdale</idno>
                  <idno type="idhal" notation="numeric">20582</idno>
                  <idno type="halauthorid" notation="string">19762-20582</idno>
                  <idno type="IDREF">https://www.idref.fr/151818975</idno>
                  <affiliation ref="#struct-1042464"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Tarek</forename>
                    <surname>Khadir</surname>
                  </persName>
                  <email type="md5">c0985d33a304124100f6ab279b8e7d08</email>
                  <email type="domain">labged.net</email>
                  <idno type="idhal" notation="numeric">1045234</idno>
                  <idno type="halauthorid" notation="string">1560020-1045234</idno>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>Hawaii International Conference on System Sciences</title>
                  <date type="start">2016-01-05</date>
                  <settlement>Kauai</settlement>
                  <country key="US">United States</country>
                </meeting>
                <imprint/>
              </monogr>
              <idno type="arxiv">1904.04018</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info.info-ma">Computer Science [cs]/Multiagent Systems [cs.MA]</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>This paper describes an agent based approach for simulating the control of an air pollution crisis. A Gaussian Plum air pollution dispersion model (GPD) is combined with an Artificial Neural Network (ANN) to predict the concentration levels of three different air pollutants. The two models (GPM and ANN) are integrated with a MAS (multi-agent system). The MAS models pollutant sources controllers and air pollution monitoring agencies as software agents. The population of agents cooperates with each other in order to reduce their emissions and control the air pollution. Leaks or natural sources of pollution are modelled as uncontrolled sources. A cooperation strategy is simulated and its impact on air pollution evolution is assessed and compared. The simulation scenario is built using data about Annaba (a city in NorthEast Algeria). The simulation helps to compare and assess the efficiency of policies to control air pollution during crises, and takes in to account uncontrolled sources.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-258693" status="INCOMING">
          <orgName>Laboratoire de gestion électronique du document</orgName>
          <desc>
            <address>
              <country key="DZ"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-308120" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-1042464" status="OLD">
          <orgName>Modélisation d’agents autonomes en univers multi-agents</orgName>
          <orgName type="acronym">MAGMA</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2018-08-31</date>
          <desc>
            <address>
              <addrLine>Laboratoire LIG - Bâtiment IMAG - 700 avenue Centrale, CS 40700 - 38058 Grenoble cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.liglab.fr/fr/la-recherche/axes-et-equipes-de-recherche/magma</ref>
          </desc>
          <listRelation>
            <relation active="#struct-1041964" type="direct"/>
            <relation active="#struct-89889" type="indirect"/>
            <relation name="UMR5217" active="#struct-441569" type="indirect"/>
            <relation active="#struct-445543" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-308120" status="INCOMING">
          <orgName>Université de Annaba</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-1041964" status="OLD">
          <idno type="IdRef">148425550</idno>
          <idno type="ISNI">0000 0001 2286 4035</idno>
          <idno type="RNSR">200711886U</idno>
          <idno type="ROR">https://ror.org/01c8rcg82</idno>
          <orgName>Laboratoire d'Informatique de Grenoble</orgName>
          <orgName type="acronym">LIG</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>UMR 5217 - Laboratoire LIG - Bâtiment IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d’Hères Adresse postale : CS 40700 - 38058 Grenoble cedex 9Tél. : 04 57 42 14 00</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.liglab.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-89889" type="direct"/>
            <relation name="UMR5217" active="#struct-441569" type="direct"/>
            <relation active="#struct-445543" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-89889" status="OLD">
          <idno type="IdRef">026388804</idno>
          <idno type="ROR">https://ror.org/05sbt2524</idno>
          <orgName>Institut polytechnique de Grenoble - Grenoble Institute of Technology</orgName>
          <orgName type="acronym">Grenoble INP</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>46 avenue Félix Viallet 38031 Grenoble Cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.grenoble-inp.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-445543" status="OLD">
          <idno type="IdRef">188399275</idno>
          <idno type="ROR">https://ror.org/02rx3b187</idno>
          <orgName>Université Grenoble Alpes [2016-2019]</orgName>
          <orgName type="acronym">UGA [2016-2019]</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>38058 Grenoble cedex</addrLine>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>