{"id":"https://openalex.org/W2119719622","doi":"https://doi.org/10.1109/cidue.2013.6595776","title":"Benchmarks for dynamic multi-objective optimisation","display_name":"Benchmarks for dynamic multi-objective optimisation","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2119719622","doi":"https://doi.org/10.1109/cidue.2013.6595776","mag":"2119719622"},"language":"en","primary_location":{"id":"doi:10.1109/cidue.2013.6595776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cidue.2013.6595776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE)","raw_type":"proceedings-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/A5075927726","display_name":"Mard\u00e9 Helbig","orcid":"https://orcid.org/0000-0002-4907-0662"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Marde Helbig","raw_affiliation_strings":["CSIR: Meraka Institute Brummeria, South Africa; and University of Pretoria, Computer Science Pretoria, South Africa","University of Pretoria, Computer Science Pretoria, South Africa","CSIR: Meraka Institute Brummeria, South Africa"],"affiliations":[{"raw_affiliation_string":"CSIR: Meraka Institute Brummeria, South Africa; and University of Pretoria, Computer Science Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"University of Pretoria, Computer Science Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"CSIR: Meraka Institute Brummeria, South Africa","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039197997","display_name":"Andries P. Engelbrecht","orcid":"https://orcid.org/0000-0002-0242-3539"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Andries P. Engelbrecht","raw_affiliation_strings":["Computer Science Department, University of Pretoria, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075927726"],"corresponding_institution_ids":["https://openalex.org/I69552723"],"apc_list":null,"apc_paid":null,"fwci":6.5257,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.97135399,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9930999875068665,"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"}},{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.939058780670166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.673143208026886},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6244872212409973},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6220349669456482},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.546592116355896},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5353904366493225},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.4718365967273712},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.434573769569397},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.177848219871521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17129257321357727}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.939058780670166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.673143208026886},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6244872212409973},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6220349669456482},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.546592116355896},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5353904366493225},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.4718365967273712},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.434573769569397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.177848219871521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17129257321357727},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cidue.2013.6595776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cidue.2013.6595776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W118942130","https://openalex.org/W196897406","https://openalex.org/W572453527","https://openalex.org/W1496765098","https://openalex.org/W1543347111","https://openalex.org/W1574490530","https://openalex.org/W1584979000","https://openalex.org/W1819954974","https://openalex.org/W1846834309","https://openalex.org/W1978370034","https://openalex.org/W1979596754","https://openalex.org/W1987815659","https://openalex.org/W2009944795","https://openalex.org/W2050839373","https://openalex.org/W2097366597","https://openalex.org/W2105529970","https://openalex.org/W2105708996","https://openalex.org/W2125899728","https://openalex.org/W2128487762","https://openalex.org/W2139848708","https://openalex.org/W2142844925","https://openalex.org/W2143072546","https://openalex.org/W2143185749","https://openalex.org/W2147573707","https://openalex.org/W2148458253","https://openalex.org/W2150046657","https://openalex.org/W2151838272","https://openalex.org/W2152551290","https://openalex.org/W2168314961","https://openalex.org/W2283815454","https://openalex.org/W2396742411"],"related_works":["https://openalex.org/W2337862504","https://openalex.org/W4312397206","https://openalex.org/W2492127985","https://openalex.org/W85947254","https://openalex.org/W1491338215","https://openalex.org/W4245126131","https://openalex.org/W178973146","https://openalex.org/W3126938993","https://openalex.org/W1993518163","https://openalex.org/W1493202049"],"abstract_inverted_index":{"When":[0],"algorithms":[1,74],"solve":[2],"dynamic":[3,30,71],"multi-objective":[4,31,72],"optimisation":[5,32,73],"problems":[6],"(DMOOPs),":[7],"benchmark":[8,38,53,82],"functions":[9,39,83],"should":[10],"be":[11],"used":[12],"to":[13,91,105],"determine":[14],"whether":[15],"the":[16],"algorithm":[17],"can":[18,23],"overcome":[19],"specific":[20],"difficulties":[21],"that":[22,40],"occur":[24],"in":[25],"real-world":[26],"problems.":[27],"However,":[28],"for":[29,60],"(DMOO)":[33],"there":[34],"are":[35,41,76,103],"no":[36],"standard":[37],"used.":[42],"This":[43],"article":[44],"proposes":[45],"characteristics":[46],"of":[47,51,65,70,109],"an":[48,96],"ideal":[49],"set":[50],"DMOO":[52,81],"functions,":[54],"as":[55,57],"well":[56],"suggested":[58],"DMOOPs":[59,67,93],"each":[61],"characteristic.":[62],"The":[63],"limitations":[64,108],"current":[66,110],"and":[68,89],"studies":[69],"(DMOAs)":[75],"highlighted.":[77],"In":[78],"addition,":[79],"new":[80],"with":[84,94],"complicated":[85],"Pareto-optimal":[86,100],"sets":[87],"(POSs)":[88],"approaches":[90],"develop":[92],"either":[95],"isolated":[97],"or":[98],"deceptive":[99],"front":[101],"(POF)":[102],"introduced":[104],"address":[106],"identified":[107],"DMOOPs.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}