{"id":"https://openalex.org/W3046483551","doi":"https://doi.org/10.1145/3377929.3397488","title":"Using exploratory landscape analysis to visualize single-objective problems","display_name":"Using exploratory landscape analysis to visualize single-objective problems","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3046483551","doi":"https://doi.org/10.1145/3377929.3397488","mag":"3046483551"},"language":"en","primary_location":{"id":"doi:10.1145/3377929.3397488","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3397488","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397488&file=p27_skvorc_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397488&file=p27_skvorc_suppl.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025601098","display_name":"Urban \u0160kvorc","orcid":"https://orcid.org/0000-0002-7032-1489"},"institutions":[{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Urban \u0160kvorc","raw_affiliation_strings":["Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082115266","display_name":"Tome Eftimov","orcid":"https://orcid.org/0000-0001-7330-1902"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Tome Eftimov","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043114412","display_name":"Peter Koro\u0161ec","orcid":"https://orcid.org/0000-0003-4492-4603"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Peter Koro\u0161ec","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025601098"],"corresponding_institution_ids":["https://openalex.org/I4210113529"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1265625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9876999855041504,"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":0.9876999855041504,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7077807784080505},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.6671334505081177},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.4718706011772156},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4356248378753662},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.4136267900466919},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39149320125579834},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32432547211647034},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26028239727020264},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20734602212905884},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14151424169540405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7077807784080505},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.6671334505081177},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.4718706011772156},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4356248378753662},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.4136267900466919},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39149320125579834},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32432547211647034},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26028239727020264},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20734602212905884},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14151424169540405},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377929.3397488","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3397488","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397488&file=p27_skvorc_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3377929.3397488","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3397488","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397488&file=p27_skvorc_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2395551205","display_name":null,"funder_award_id":"Z2-1867","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G3109033786","display_name":null,"funder_award_id":"P2-0098,Z2-1867,Pr-08987","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G4141766493","display_name":null,"funder_award_id":"No. P2-0098","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G679829126","display_name":null,"funder_award_id":"Pr-08987","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G791504897","display_name":null,"funder_award_id":"P2-0098","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046483551.pdf","grobid_xml":"https://content.openalex.org/works/W3046483551.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2104604585","https://openalex.org/W2150337126","https://openalex.org/W2187089797","https://openalex.org/W3004853108","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4327909959","https://openalex.org/W4220734985","https://openalex.org/W2593803794","https://openalex.org/W2912890003","https://openalex.org/W2622001639","https://openalex.org/W4391748437","https://openalex.org/W2064335555","https://openalex.org/W2375949218","https://openalex.org/W2361175230","https://openalex.org/W2610613518"],"abstract_inverted_index":{"Selecting":[0],"the":[1],"relevant":[2],"algorithm":[3,17],"for":[4,13],"a":[5,9],"given":[6],"problem":[7,26],"is":[8],"crucial":[10],"first":[11],"step":[12],"achieving":[14],"good":[15],"optimization":[16],"performance.":[18],"Exploratory":[19],"Landscape":[20],"Analysis":[21],"can":[22],"help":[23],"with":[24],"this":[25],"by":[27],"calculating":[28],"landscape":[29],"features":[30],"that":[31],"numerically":[32],"describe":[33],"individual":[34],"problems.":[35]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
