{"id":"https://openalex.org/W619401888","doi":"https://doi.org/10.3233/978-1-61499-330-8-225","title":"Learning Air Combat Parameters using Differential Evolution","display_name":"Learning Air Combat Parameters using Differential Evolution","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W619401888","doi":"https://doi.org/10.3233/978-1-61499-330-8-225","mag":"619401888"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-330-8-225","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-330-8-225","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5062567369","display_name":"Emil Salling","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salling Emil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012288112","display_name":"Agnes Rensfelt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rensfelt Agnes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Stensb&auml;ck Niclas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stensb&auml;ck Niclas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"&Ouml;gren Petter","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"&Ouml;gren Petter","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1404,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94168237,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12158","display_name":"Guidance and Control Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12158","display_name":"Guidance and Control Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/differential","display_name":"Differential (mechanical device)","score":0.5733060836791992},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4726735055446625},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.19761225581169128},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16823789477348328}],"concepts":[{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5733060836791992},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4726735055446625},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.19761225581169128},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16823789477348328}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-330-8-225","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-330-8-225","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2020602639","https://openalex.org/W3007404728","https://openalex.org/W2374021052","https://openalex.org/W2110536732","https://openalex.org/W1984740135","https://openalex.org/W3117958761","https://openalex.org/W1984514811","https://openalex.org/W4280521631","https://openalex.org/W2094967319","https://openalex.org/W3118961085"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"improve":[4,63],"the":[5,35,64,67,77,111,114],"performance":[6,65],"of":[7,34,44,66,113,121,126],"autonomous":[8],"air":[9,21],"combat":[10,22],"behaviours":[11,40,68],"using":[12,118],"a":[13,30,42,81,89,92],"differential":[14],"evolution":[15],"approach.":[16],"We":[17,62],"have":[18],"previously":[19],"developed":[20],"behaviours,":[23],"that":[24],"are":[25,97],"used":[26,106],"as":[27,48],"opponents":[28],"in":[29,91,107],"pilot":[31],"training":[32],"facility":[33],"Swedish":[36],"Air":[37],"Force.":[38],"These":[39],"contain":[41],"number":[43],"design":[45],"parameters,":[46],"such":[47],"at":[49],"what":[50,56],"distance":[51],"to":[52,99],"fire":[53],"missiles":[54],"and":[55,110,129],"risk":[57],"levels":[58],"toaccept":[59],"before":[60],"disengaging.":[61],"by":[69,74,86],"applying":[70],"two":[71],"approaches.":[72],"First,":[73],"searching":[75],"for":[76,88],"best":[78],"response":[79],"against":[80],"given":[82],"opponent":[83],"strategy,":[84],"second":[85],"looking":[87],"Nash-equilibrium":[90],"game":[93],"where":[94],"both":[95,108],"players":[96],"allowed":[98],"adapt":[100],"their":[101],"strategies.":[102],"Differential":[103],"Evolution":[104],"is":[105,116],"cases,":[109],"fitness":[112],"parameters":[115],"evaluated":[117],"parallel":[119],"execution":[120],"detailed":[122],"high":[123],"fidelity":[124],"models":[125],"aircraft,":[127],"weapons":[128],"behaviours.":[130]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
