{"id":"https://openalex.org/W2121400278","doi":"https://doi.org/10.1109/cisda.2011.5945946","title":"Multi-objective evolutionary optimization of a military air transportation fleet mix with the flexibility objective","display_name":"Multi-objective evolutionary optimization of a military air transportation fleet mix with the flexibility objective","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2121400278","doi":"https://doi.org/10.1109/cisda.2011.5945946","mag":"2121400278"},"language":"en","primary_location":{"id":"doi:10.1109/cisda.2011.5945946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2011.5945946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","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/A5112641421","display_name":"Daniel Wojtaszek","orcid":null},"institutions":[{"id":"https://openalex.org/I1297460800","display_name":"Defence Research and Development Canada","ror":"https://ror.org/00hgy8d33","country_code":"CA","type":"government","lineage":["https://openalex.org/I1297460800","https://openalex.org/I1336338359","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel Wojtaszek","raw_affiliation_strings":["DRDC, Ottawa, Canada","DRDC Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DRDC, Ottawa, Canada","institution_ids":["https://openalex.org/I1297460800"]},{"raw_affiliation_string":"DRDC Ottawa, Canada","institution_ids":["https://openalex.org/I1297460800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111912631","display_name":"Slawomir Wesolkowski","orcid":null},"institutions":[{"id":"https://openalex.org/I1297460800","display_name":"Defence Research and Development Canada","ror":"https://ror.org/00hgy8d33","country_code":"CA","type":"government","lineage":["https://openalex.org/I1297460800","https://openalex.org/I1336338359","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Slawomir Wesolkowski","raw_affiliation_strings":["DRDC, Ottawa, Canada","DRDC Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DRDC, Ottawa, Canada","institution_ids":["https://openalex.org/I1297460800"]},{"raw_affiliation_string":"DRDC Ottawa, Canada","institution_ids":["https://openalex.org/I1297460800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1297460800"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":null,"first_page":"96","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11524","display_name":"Advanced Aircraft Design and Technologies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.762302041053772},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6287756562232971},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.616062343120575},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5978326201438904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5931534171104431},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5848369598388672},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5361174941062927},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.48495224118232727},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.47843530774116516},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.441097617149353},{"id":"https://openalex.org/keywords/fleet-management","display_name":"Fleet management","score":0.4367191791534424},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.41818660497665405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26762792468070984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12005504965782166},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09399682283401489},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0937572717666626}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.762302041053772},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6287756562232971},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.616062343120575},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5978326201438904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931534171104431},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5848369598388672},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5361174941062927},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.48495224118232727},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.47843530774116516},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.441097617149353},{"id":"https://openalex.org/C2777305159","wikidata":"https://www.wikidata.org/wiki/Q1430291","display_name":"Fleet management","level":2,"score":0.4367191791534424},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.41818660497665405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26762792468070984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12005504965782166},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09399682283401489},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0937572717666626},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisda.2011.5945946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2011.5945946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W642949223","https://openalex.org/W1595498733","https://openalex.org/W1600670948","https://openalex.org/W1639032689","https://openalex.org/W2015970599","https://openalex.org/W2054032246","https://openalex.org/W2124035050","https://openalex.org/W2126105956","https://openalex.org/W2140777138","https://openalex.org/W2147072845","https://openalex.org/W2148259137","https://openalex.org/W2183097058","https://openalex.org/W3023540311","https://openalex.org/W4292691288","https://openalex.org/W6635935975","https://openalex.org/W6663629377","https://openalex.org/W6685954587"],"related_works":["https://openalex.org/W1994686097","https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2384474142","https://openalex.org/W1550055091","https://openalex.org/W2744462909","https://openalex.org/W3083133203"],"abstract_inverted_index":{"The":[0,19],"Non-dominated":[1],"Sorting":[2],"Genetic":[3],"Algorithm-II":[4],"is":[5,25,28],"applied":[6],"to":[7,30,52],"a":[8,36,64],"multi-objective":[9],"air":[10],"transportation":[11],"fleet-mix":[12],"problem":[13],"for":[14,42],"finding":[15],"flexible":[16,92],"fleet":[17,37,79],"mixes.":[18],"Stochastic":[20],"Fleet":[21],"Estimation":[22],"model,":[23],"which":[24,96],"Monte":[26],"Carlo-based,":[27],"used":[29,51],"determine":[31],"average":[32],"annual":[33],"requirements":[34],"that":[35,48],"must":[38],"meet.":[39],"We":[40],"search":[41],"Pareto-optimal":[43],"combinations":[44],"of":[45,66],"platform-to-task":[46],"assignments":[47],"can":[49],"be":[50],"complete":[53],"stochastically":[54],"generated":[55],"scenarios.":[56],"Solutions":[57],"are":[58],"evaluated":[59],"using":[60,100],"three":[61,88],"objectives,":[62],"with":[63],"goal":[65],"maximizing":[67],"flexibility":[68],"in":[69],"accomplishing":[70],"each":[71],"task":[72,83],"within":[73],"its":[74],"closure":[75],"time,":[76],"and":[77,81,103],"minimizing":[78],"cost":[80,94],"total":[82],"duration.":[84],"Optimization":[85],"over":[86],"all":[87],"objectives":[89],"found":[90],"very":[91],"low":[93],"fleets,":[95],"were":[97],"not":[98],"discovered":[99],"previous":[101],"two-objective":[102],"three-objective":[104],"optimizations.":[105]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}