{"id":"https://openalex.org/W2113098456","doi":"https://doi.org/10.1109/cidue.2014.7007864","title":"A framework of scalable dynamic test problems for dynamic multi-objective optimization","display_name":"A framework of scalable dynamic test problems for dynamic multi-objective optimization","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2113098456","doi":"https://doi.org/10.1109/cidue.2014.7007864","mag":"2113098456"},"language":"en","primary_location":{"id":"doi:10.1109/cidue.2014.7007864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cidue.2014.7007864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 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/A5016207203","display_name":"Shouyong Jiang","orcid":"https://orcid.org/0000-0001-5099-2093"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shouyong Jiang","raw_affiliation_strings":["Centre for Computational Intelligence (CCI), De Montfort University The Gateway, Leicester, UK","Centre for Computational Intelligence (CCI), School of Computer Science and Informatics, De Montfort University, The Gateway, Leicester, LE1 9BH, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence (CCI), De Montfort University The Gateway, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Centre for Computational Intelligence (CCI), School of Computer Science and Informatics, De Montfort University, The Gateway, Leicester, LE1 9BH, UK","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040583251","display_name":"Shengxiang Yang","orcid":"https://orcid.org/0000-0001-7222-4917"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shengxiang Yang","raw_affiliation_strings":["Centre for Computational Intelligence (CCI), De Montfort University The Gateway, Leicester, UK","Centre for Computational Intelligence (CCI), School of Computer Science and Informatics, De Montfort University, The Gateway, Leicester, LE1 9BH, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence (CCI), De Montfort University The Gateway, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Centre for Computational Intelligence (CCI), School of Computer Science and Informatics, De Montfort University, The Gateway, Leicester, LE1 9BH, UK","institution_ids":["https://openalex.org/I66943878"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016207203"],"corresponding_institution_ids":["https://openalex.org/I66943878"],"apc_list":null,"apc_paid":null,"fwci":2.5591,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.89949202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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":1.0,"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":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.996399998664856,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9945999979972839,"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/dynamism","display_name":"Dynamism","score":0.8756074905395508},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.777619481086731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7369537353515625},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5665469169616699},{"id":"https://openalex.org/keywords/dynamic-problem","display_name":"Dynamic problem","score":0.48483264446258545},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.47634413838386536},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47437459230422974},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47436627745628357},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4656079113483429},{"id":"https://openalex.org/keywords/dynamic-testing","display_name":"Dynamic testing","score":0.4556749761104584},{"id":"https://openalex.org/keywords/test-functions-for-optimization","display_name":"Test functions for optimization","score":0.4132801294326782},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2194531261920929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19853174686431885},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.11026573181152344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11018168926239014},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07798734307289124}],"concepts":[{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.8756074905395508},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.777619481086731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7369537353515625},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5665469169616699},{"id":"https://openalex.org/C99580578","wikidata":"https://www.wikidata.org/wiki/Q5319002","display_name":"Dynamic problem","level":2,"score":0.48483264446258545},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.47634413838386536},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47437459230422974},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47436627745628357},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4656079113483429},{"id":"https://openalex.org/C198824145","wikidata":"https://www.wikidata.org/wiki/Q442770","display_name":"Dynamic testing","level":2,"score":0.4556749761104584},{"id":"https://openalex.org/C150185637","wikidata":"https://www.wikidata.org/wiki/Q7705773","display_name":"Test functions for optimization","level":4,"score":0.4132801294326782},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2194531261920929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19853174686431885},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.11026573181152344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11018168926239014},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07798734307289124},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cidue.2014.7007864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cidue.2014.7007864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE)","raw_type":"proceedings-article"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/10946","is_oa":false,"landing_page_url":"http://hdl.handle.net/2086/10946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"},{"id":"pmh:oai:eprints.lincoln.ac.uk:35671","is_oa":false,"landing_page_url":"http://eprints.lincoln.ac.uk/35671/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196275","display_name":"Lincoln Repository (University of Lincoln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51532219","host_organization_name":"University of Lincoln","host_organization_lineage":["https://openalex.org/I51532219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5662168501","display_name":null,"funder_award_id":"EP/K001310/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W196897406","https://openalex.org/W1565075560","https://openalex.org/W1574490530","https://openalex.org/W1583275772","https://openalex.org/W1968173975","https://openalex.org/W1972319095","https://openalex.org/W2023343291","https://openalex.org/W2037905780","https://openalex.org/W2102365077","https://openalex.org/W2125899728","https://openalex.org/W2127911678","https://openalex.org/W2128736180","https://openalex.org/W2142844925","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2147573707","https://openalex.org/W2150046657","https://openalex.org/W2283815454","https://openalex.org/W6633922214","https://openalex.org/W6634354838","https://openalex.org/W6634671640"],"related_works":["https://openalex.org/W1819954974","https://openalex.org/W2142844925","https://openalex.org/W2558610617","https://openalex.org/W2711155357","https://openalex.org/W2085577866","https://openalex.org/W2513211214","https://openalex.org/W2901888116","https://openalex.org/W2156023754","https://openalex.org/W2134685672","https://openalex.org/W4205481658"],"abstract_inverted_index":{"Dynamic":[0],"multi-objective":[1,34],"optimization":[2,35],"has":[3],"received":[4],"increasing":[5],"attention":[6],"in":[7,14,48],"recent":[8],"years.":[9],"One":[10],"of":[11,20,31,43,79,115,134,139],"striking":[12],"issues":[13],"this":[15],"field":[16],"is":[17,29,56],"the":[18,49,94,113,126,135],"lack":[19],"standard":[21],"test":[22,44,62,83,122],"suites":[23],"to":[24,59,100,111],"determine":[25],"whether":[26],"an":[27],"algorithm":[28],"capable":[30],"solving":[32,72],"dynamic":[33,82],"problems":[36,63],"(DMOPs).":[37],"So":[38],"far,":[39],"a":[40,77,131],"large":[41],"proportion":[42],"functions":[45,123],"commonly":[46],"used":[47],"literature":[50],"have":[51],"only":[52],"two":[53],"objectives.":[54],"It":[55],"greatly":[57],"needed":[58],"create":[60],"scalable":[61,81,144],"for":[64,71,143],"developing":[65],"algorithms":[66,118,142],"and":[67,91,93,102,137],"comparing":[68],"their":[69,103],"performance":[70,114],"DMOPs.":[73,145],"This":[74],"paper":[75],"presents":[76],"framework":[78],"constructing":[80],"problems,":[84],"where":[85],"dynamism":[86],"can":[87],"be":[88],"easily":[89],"added":[90],"controlled,":[92],"changing":[95],"Pareto-optimal":[96],"fronts":[97],"are":[98,105,109],"easy":[99],"understand":[101],"landscapes":[104],"exactly":[106],"known.":[107],"Experiments":[108],"conducted":[110],"compare":[112],"four":[116],"state-of-the-art":[117],"on":[119],"several":[120],"typical":[121],"derived":[124],"from":[125],"proposed":[127],"framework,":[128],"which":[129],"gives":[130],"better":[132],"understanding":[133],"strengths":[136],"weaknesses":[138],"these":[140],"tested":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
