{"id":"https://openalex.org/W4312050975","doi":"https://doi.org/10.1109/tevc.2022.3214894","title":"Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems","display_name":"Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems","publication_year":2022,"publication_date":"2022-11-03","ids":{"openalex":"https://openalex.org/W4312050975","doi":"https://doi.org/10.1109/tevc.2022.3214894"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2022.3214894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3214894","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"type":"article","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/A5024294898","display_name":"Lennart Sch\u00e4permeier","orcid":"https://orcid.org/0000-0003-3929-7465"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lennart Schapermeier","raw_affiliation_strings":["“Friedrich List” Faculty of Transport and Traffic Sciences, TU Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"“Friedrich List” Faculty of Transport and Traffic Sciences, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003026076","display_name":"Christian Grimme","orcid":"https://orcid.org/0000-0002-8608-8773"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Grimme","raw_affiliation_strings":["Department of Information Systems, University of Münster, Münster, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Münster, Münster, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008455153","display_name":"Pascal Kerschke","orcid":"https://orcid.org/0000-0003-2862-1418"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pascal Kerschke","raw_affiliation_strings":["“Friedrich List” Faculty of Transport and Traffic Sciences, TU Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"“Friedrich List” Faculty of Transport and Traffic Sciences, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024294898"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":1.0528,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80107488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"6","first_page":"1306","last_page":"1320"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8279767036437988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8187326788902283},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7508952617645264},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5699597001075745},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5632977485656738},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4708625376224518},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.4545922875404358},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39920398592948914},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3541638255119324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32674917578697205}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8279767036437988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8187326788902283},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7508952617645264},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5699597001075745},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5632977485656738},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4708625376224518},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.4545922875404358},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39920398592948914},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3541638255119324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32674917578697205},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/tevc.2022.3214894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3214894","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W89896583","https://openalex.org/W1494252918","https://openalex.org/W1532399581","https://openalex.org/W1553373771","https://openalex.org/W1582207801","https://openalex.org/W1599003259","https://openalex.org/W1606852530","https://openalex.org/W1892979790","https://openalex.org/W1945195796","https://openalex.org/W1947771597","https://openalex.org/W1971893679","https://openalex.org/W1992743299","https://openalex.org/W2008499862","https://openalex.org/W2050906948","https://openalex.org/W2060727197","https://openalex.org/W2082229705","https://openalex.org/W2100717205","https://openalex.org/W2102365077","https://openalex.org/W2121995598","https://openalex.org/W2123006068","https://openalex.org/W2125899728","https://openalex.org/W2135694298","https://openalex.org/W2143185749","https://openalex.org/W2161032864","https://openalex.org/W2291356055","https://openalex.org/W2291672276","https://openalex.org/W2294798173","https://openalex.org/W2325669346","https://openalex.org/W2432516117","https://openalex.org/W2481431776","https://openalex.org/W2506038236","https://openalex.org/W2517235705","https://openalex.org/W2559295340","https://openalex.org/W2573114156","https://openalex.org/W2587931174","https://openalex.org/W2762482744","https://openalex.org/W2884866910","https://openalex.org/W2894081182","https://openalex.org/W2898873842","https://openalex.org/W2901626842","https://openalex.org/W2904739293","https://openalex.org/W2933307200","https://openalex.org/W2939466003","https://openalex.org/W2940525133","https://openalex.org/W2947446743","https://openalex.org/W2963015399","https://openalex.org/W3034148056","https://openalex.org/W3042222499","https://openalex.org/W3127651163","https://openalex.org/W3135761440","https://openalex.org/W3169505369","https://openalex.org/W3192676429","https://openalex.org/W3211847442","https://openalex.org/W4224861422","https://openalex.org/W4226369330","https://openalex.org/W4245176872","https://openalex.org/W4246354968","https://openalex.org/W4254772338","https://openalex.org/W4255692800","https://openalex.org/W6631616558","https://openalex.org/W6696718089","https://openalex.org/W6717764351","https://openalex.org/W6757601555","https://openalex.org/W7067654397"],"related_works":["https://openalex.org/W2350593162","https://openalex.org/W2390350206","https://openalex.org/W1969477129","https://openalex.org/W2921208823","https://openalex.org/W2131808775","https://openalex.org/W2353483812","https://openalex.org/W2130038259","https://openalex.org/W2360756181","https://openalex.org/W2374093222","https://openalex.org/W3154008094"],"abstract_inverted_index":{"Traditionally,":[0],"visualizing":[1],"benchmark":[2,45,176],"problems":[3,52],"is":[4,65,166],"an":[5,154],"integral":[6],"task":[7],"in":[8,25,153,168],"the":[9,103,144,158,161,164],"domain":[10],"of":[11,58,102,160,171],"evolutionary":[12],"algorithms":[13],"development.":[14],"Researchers":[15],"get":[16],"inspired":[17],"for":[18,49,77,81],"new":[19],"search":[20],"heuristics":[21],"by":[22],"challenges":[23],"observed":[24],"functional":[26],"landscapes.":[27],"Moreover,":[28],"landscape":[29,151],"characteristics,":[30],"features,":[31],"and":[32,163],"even":[33,132],"terminology":[34],"to":[35,66,92,113,126,131,149],"describe":[36],"them":[37],"are":[38,124,138],"derived":[39],"from":[40,107],"visualizations.":[41,95],"And":[42],"most":[43],"importantly,":[44],"designers":[46],"need":[47],"visualizations":[48,165],"identifying":[50],"diverse":[51],"that":[53],"potentially":[54],"challenge":[55],"different":[56],"aspects":[57],"optimization":[59],"algorithms.":[60],"As":[61],"easy":[62],"as":[63,117,119],"it":[64],"visualize":[67,114],"single-objective":[68],"problems,":[69,116],"until":[70],"recently":[71],"there":[72,85],"were":[73],"hardly":[74],"any":[75],"approaches":[76],"gaining":[78],"similar":[79],"insights":[80],"multi-objective":[82],"problems.":[83,177],"Also,":[84],"have":[86],"been":[87],"no":[88],"seamlessly":[89],"accessible":[90],"tools":[91],"support":[93],"such":[94],"This":[96],"article":[97],"presents":[98],"a":[99,141,169],"comprehensive":[100],"overview":[101],"available":[104],"visualization":[105,129],"techniques":[106,112,122,137],"literature,":[108],"including":[109],"two":[110,120],"interactive":[111,155],"3-D":[115],"well":[118],"novel":[121],"which":[123,146],"suitable":[125],"scale":[127],"some":[128],"properties":[130],"higher-dimensional":[133],"spaces.":[134],"All":[135],"presented":[136],"integrated":[139],"into":[140],"single":[142],"tool,":[143],"moPLOT-dashboard,":[145],"enables":[147],"users":[148],"perform":[150],"analyses":[152],"manner.":[156],"Finally,":[157],"value":[159],"tool":[162],"demonstrated":[167],"series":[170],"usage":[172],"scenarios":[173],"on":[174],"well-known":[175]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}