{"id":"https://openalex.org/W2144965217","doi":"https://doi.org/10.1109/cisda.2009.5356561","title":"Testing harbour patrol and interception policies using particle-swarm-based learning of cooperative behavior","display_name":"Testing harbour patrol and interception policies using particle-swarm-based learning of cooperative behavior","publication_year":2009,"publication_date":"2009-07-01","ids":{"openalex":"https://openalex.org/W2144965217","doi":"https://doi.org/10.1109/cisda.2009.5356561","mag":"2144965217"},"language":"en","primary_location":{"id":"doi:10.1109/cisda.2009.5356561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2009.5356561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103802893","display_name":"Tom Flanagan","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tom Flanagan","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, Canada","Dept of Computer Science, University of Calgary, Calgary, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Dept of Computer Science, University of Calgary, Calgary, Canada#TAB#","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081431984","display_name":"Chris Thornton","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chris Thornton","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, Canada","Dept of Computer Science, University of Calgary, Calgary, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Dept of Computer Science, University of Calgary, Calgary, Canada#TAB#","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026928710","display_name":"J\u00f6rg Denzinger","orcid":"https://orcid.org/0000-0002-1450-8230"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jorg Denzinger","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, Canada","Dept of Computer Science, University of Calgary, Calgary, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Dept of Computer Science, University of Calgary, Calgary, Canada#TAB#","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":1.0812,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76641312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/harbour","display_name":"Harbour","score":0.7932880520820618},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7254300117492676},{"id":"https://openalex.org/keywords/interception","display_name":"Interception","score":0.7126436233520508},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.6589224338531494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6540117263793945},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6534614562988281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44579365849494934},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4253826141357422},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4242629110813141},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.367454469203949},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3447391390800476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3423561453819275},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3406355381011963},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23542597889900208},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0950593650341034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07236823439598083}],"concepts":[{"id":"https://openalex.org/C2777318892","wikidata":"https://www.wikidata.org/wiki/Q2544816","display_name":"Harbour","level":2,"score":0.7932880520820618},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7254300117492676},{"id":"https://openalex.org/C61270487","wikidata":"https://www.wikidata.org/wiki/Q476843","display_name":"Interception","level":2,"score":0.7126436233520508},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6589224338531494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6540117263793945},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6534614562988281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44579365849494934},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4253826141357422},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4242629110813141},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.367454469203949},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3447391390800476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3423561453819275},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3406355381011963},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23542597889900208},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0950593650341034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07236823439598083},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisda.2009.5356561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2009.5356561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W6301683","https://openalex.org/W32221045","https://openalex.org/W1963521172","https://openalex.org/W1969483458","https://openalex.org/W1997272161","https://openalex.org/W2033630480","https://openalex.org/W2052671997","https://openalex.org/W2152195021","https://openalex.org/W2155466795","https://openalex.org/W2161810229","https://openalex.org/W2402846924","https://openalex.org/W6600252419","https://openalex.org/W6601289515"],"related_works":["https://openalex.org/W2350063285","https://openalex.org/W2382773280","https://openalex.org/W2614448841","https://openalex.org/W2286448621","https://openalex.org/W3089213061","https://openalex.org/W2029370673","https://openalex.org/W636259756","https://openalex.org/W4250356348","https://openalex.org/W3085612148","https://openalex.org/W2266944646"],"abstract_inverted_index":{"We":[0,51,87],"present":[1],"a":[2,70],"general":[3,79,90],"scheme":[4,91],"for":[5,14,99],"testing":[6,83],"multiagent":[7],"systems,":[8],"respectively":[9],"policies":[10,98],"used":[11,68],"by":[12],"them,":[13],"unwanted":[15],"emergent":[16],"behavior":[17,22],"using":[18,28,60,85],"learning":[19],"of":[20,57,81],"cooperative":[21],"via":[23],"particle":[24,29],"swarm":[25,30],"systems.":[26],"By":[27],"systems":[31],"in":[32,69,73,112],"this":[33,89],"setting,":[34],"we":[35],"are":[36],"able":[37,108],"to":[38,92,109],"create":[39],"agents":[40,44],"interacting/attacking":[41],"the":[42,55,74],"tested":[43],"that":[45,63,104],"can":[46,53,64],"use":[47],"parameterised":[48],"high-level":[49],"actions.":[50],"also":[52],"evaluate":[54],"quality":[56],"an":[58],"attack":[59],"several":[61],"measures":[62],"be":[65],"prioritised":[66],"and":[67,96],"multi-objective":[71],"manner":[72],"search.":[75],"This":[76],"solves":[77],"some":[78],"problems":[80,111],"other":[82],"approaches":[84],"learning.":[86],"instantiate":[88],"test":[93],"harbour":[94],"patrol":[95],"interception":[97],"two":[100],"Canadian":[101],"harbours,":[102],"showing":[103],"our":[105],"approach":[106],"is":[107],"find":[110],"these":[113],"policies.":[114]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
