{"id":"https://openalex.org/W1565087402","doi":null,"title":"Developer Tools for Evaluating Multi-Objective Algorithms","display_name":"Developer Tools for Evaluating Multi-Objective Algorithms","publication_year":2011,"publication_date":"2011-06-08","ids":{"openalex":"https://openalex.org/W1565087402","mag":"1565087402"},"language":"en","primary_location":{"id":"mag:1565087402","doi":null,"is_oa":false,"landing_page_url":"https://ntrs.nasa.gov/search.jsp?R=20150007174","pdf_url":null,"source":{"id":"https://openalex.org/S4306402118","display_name":"NASA Technical Reports Server (NASA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210124779","host_organization_name":"National Aeronautics and Space Administration","host_organization_lineage":["https://openalex.org/I4210124779"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5080878199","display_name":"Mark Giuliano","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1297127228","display_name":"Space Telescope Science Institute","ror":"https://ror.org/036f5mx38","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297127228","https://openalex.org/I1313867356"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Giuliano","raw_affiliation_strings":["Space Science Inst. Baltimore, MD, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Science Inst. Baltimore, MD, United States","institution_ids":["https://openalex.org/I1297127228"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mark Johnston","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Johnston","raw_affiliation_strings":["Jet Propulsion Lab. California Inst. of Tech., Pasadena, CA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jet Propulsion Lab. California Inst. of Tech., Pasadena, CA, United States","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6495,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6342879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.7782999873161316,"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":0.7782999873161316,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.15160000324249268,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.0052999998442828655,"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/multi-objective-optimization","display_name":"multi-objective optimization","score":0.8339999914169312},{"id":"https://openalex.org/keywords/scheduling","display_name":"scheduling","score":0.47600001096725464},{"id":"https://openalex.org/keywords/pareto-front","display_name":"Pareto front","score":0.8339999914169312},{"id":"https://openalex.org/keywords/algorithm-evaluation","display_name":"algorithm evaluation","score":0.8420000076293945},{"id":"https://openalex.org/keywords/trade-offs-between-objectives","display_name":"trade-offs between objectives","score":0.609000027179718},{"id":"https://openalex.org/keywords/visual-tools","display_name":"visual tools","score":0.4359999895095825},{"id":"https://openalex.org/keywords/algorithm-selection","display_name":"algorithm selection","score":0.621999979019165},{"id":"https://openalex.org/keywords/software-development-tools","display_name":"software development tools","score":0.4519999921321869}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7310752868652344},{"id":"https://openalex.org/C2775922551","wikidata":"https://www.wikidata.org/wiki/Q7135033","display_name":"Parallels","level":2,"score":0.5422540307044983},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5327425599098206},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5322408676147461},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48264700174331665},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4821183681488037},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46529921889305115},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4612594544887543},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.4554556906223297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2767924666404724},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.24882283806800842},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1102147102355957},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11018282175064087},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10921123623847961},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:1565087402","doi":null,"is_oa":false,"landing_page_url":"https://ntrs.nasa.gov/search.jsp?R=20150007174","pdf_url":null,"source":{"id":"https://openalex.org/S4306402118","display_name":"NASA Technical Reports Server (NASA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210124779","host_organization_name":"National Aeronautics and Space Administration","host_organization_lineage":["https://openalex.org/I4210124779"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1544309315","https://openalex.org/W2098907614","https://openalex.org/W2161054765","https://openalex.org/W3099201713"],"related_works":["https://openalex.org/W7099458793","https://openalex.org/W2997061783","https://openalex.org/W69859145","https://openalex.org/W1593771812","https://openalex.org/W7221137940","https://openalex.org/W2734478603","https://openalex.org/W2135005898","https://openalex.org/W2146216407","https://openalex.org/W2588709029","https://openalex.org/W1492403673"],"abstract_inverted_index":{"Multi-objective":[0],"algorithms":[1,46,92,120],"for":[2,65,77,117,139],"scheduling":[3],"offer":[4],"many":[5],"advantages":[6],"over":[7],"the":[8,27,69,85,124,132,143],"more":[9,22],"conventional":[10],"single":[11,37,43],"objective":[12,38],"approach.":[13],"By":[14],"keeping":[15],"user":[16,29],"objectives":[17],"separate":[18],"instead":[19],"of":[20,50,87,127,135,142],"combined,":[21],"information":[23],"is":[24,59,105],"available":[25],"to":[26,30],"end":[28],"make":[31],"trade-offs":[32,80],"between":[33,81],"competing":[34,82],"objectives.":[35,67,83],"Unlike":[36],"algorithms,":[39],"which":[40],"produce":[41,47],"a":[42,48,53,72,75,88,137],"solution,":[44],"multi-objective":[45,91,103,119],"set":[49],"solutions,":[51],"called":[52],"Pareto":[54],"surface,":[55],"where":[56],"no":[57],"solution":[58,64,138],"strictly":[60],"dominated":[61],"by":[62],"another":[63],"all":[66],"From":[68,84],"end-user":[70,133],"perspective":[71,86],"Pareto-surface":[73],"provides":[74],"tool":[76],"reasoning":[78],"about":[79],"software":[89],"developer":[90,125],"provide":[93],"an":[94,129],"additional":[95],"challenge.":[96],"How":[97],"can":[98],"you":[99],"tell":[100],"if":[101],"one":[102],"algorithm":[104,130],"better":[106],"than":[107],"another?":[108],"This":[109],"paper":[110],"presents":[111],"formal":[112],"and":[113,121],"visual":[114],"tools":[115],"evaluating":[118],"shows":[122],"how":[123],"process":[126,134],"selecting":[128,136],"parallels":[131],"execution":[140],"out":[141],"Pareto-Surface.":[144]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2016-06-24T00:00:00"}