{"id":"https://openalex.org/W2588402173","doi":"https://doi.org/10.1109/ssci.2016.7850258","title":"Two-phase differential evolution framework for solving optimization problems","display_name":"Two-phase differential evolution framework for solving optimization problems","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2588402173","doi":"https://doi.org/10.1109/ssci.2016.7850258","mag":"2588402173"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2016.7850258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7850258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://unsworks.unsw.edu.au/bitstreams/a1a4f7e8-3ae5-4758-9b94-2d0439ed9e50/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012051592","display_name":"Karam M. Sallam","orcid":"https://orcid.org/0000-0001-5767-2818"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Karam M. Sallam","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063874940","display_name":"Saber Elsayed","orcid":"https://orcid.org/0000-0003-0836-6122"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saber M. Elsayed","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027440671","display_name":"Ruhul Sarker","orcid":"https://orcid.org/0000-0002-1363-2774"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruhul A. Sarker","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003507463","display_name":"Daryl Essam","orcid":"https://orcid.org/0000-0002-6923-7079"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daryl L. Essam","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9706,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80125336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9986000061035156,"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":0.9818000197410583,"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/differential-evolution","display_name":"Differential evolution","score":0.6342875957489014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5842551589012146},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5046311616897583},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46478673815727234},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.42603030800819397},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26943784952163696},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22508841753005981},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13988643884658813}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6342875957489014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5842551589012146},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5046311616897583},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46478673815727234},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.42603030800819397},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26943784952163696},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22508841753005981},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13988643884658813},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci.2016.7850258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7850258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_51014","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_51014","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/a1a4f7e8-3ae5-4758-9b94-2d0439ed9e50/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 2016-12-06 - 2016-12-09","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_51014","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_51014","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/a1a4f7e8-3ae5-4758-9b94-2d0439ed9e50/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 2016-12-06 - 2016-12-09","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2588402173.pdf","grobid_xml":"https://content.openalex.org/works/W2588402173.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W181976739","https://openalex.org/W1487136126","https://openalex.org/W1499983649","https://openalex.org/W1541288193","https://openalex.org/W1886893343","https://openalex.org/W1933385826","https://openalex.org/W1982980578","https://openalex.org/W1986073756","https://openalex.org/W1990658179","https://openalex.org/W1997807546","https://openalex.org/W2006646803","https://openalex.org/W2018203087","https://openalex.org/W2021027064","https://openalex.org/W2024092628","https://openalex.org/W2028031385","https://openalex.org/W2042253843","https://openalex.org/W2045476276","https://openalex.org/W2056181291","https://openalex.org/W2066573038","https://openalex.org/W2072441740","https://openalex.org/W2074129780","https://openalex.org/W2080195234","https://openalex.org/W2083457599","https://openalex.org/W2088424609","https://openalex.org/W2091394938","https://openalex.org/W2097360211","https://openalex.org/W2107473204","https://openalex.org/W2117250519","https://openalex.org/W2120138297","https://openalex.org/W2137340504","https://openalex.org/W2150337126","https://openalex.org/W2150918305","https://openalex.org/W2151340910","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2162145193","https://openalex.org/W2168405694","https://openalex.org/W2171263583","https://openalex.org/W2179857761","https://openalex.org/W2225327068","https://openalex.org/W2294444706","https://openalex.org/W2310612427","https://openalex.org/W3015222189","https://openalex.org/W4233805338","https://openalex.org/W6629686014","https://openalex.org/W6640368482","https://openalex.org/W6685120113"],"related_works":["https://openalex.org/W2035908454","https://openalex.org/W1994782139","https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796","https://openalex.org/W2795565301"],"abstract_inverted_index":{"Over":[0],"the":[1,27,37,59,68,99,106,124,129,148],"last":[2],"two":[3,111],"decades,":[4],"different":[5,16,142],"differential":[6],"evolution":[7],"(DE)":[8],"variants":[9],"have":[10],"been":[11,26,42,75],"successfully":[12],"used":[13],"to":[14,66,147,156],"solve":[15],"optimization":[17,138],"problems.":[18],"However,":[19,53],"no":[20],"single":[21,51],"DE":[22,47,70,92,108],"algorithm":[23,93,152],"has":[24,41,72],"consistently":[25],"best":[28],"for":[29],"solving":[30],"a":[31,50,55,85,134],"wide":[32],"range":[33],"of":[34,61,131,136,158],"them.":[35],"In":[36],"literature,":[38],"this":[39,80,83,121,132,151],"drawback":[40],"tackled":[43],"by":[44,79],"using":[45],"multiple":[46],"operators":[48],"in":[49,58,82],"framework.":[52],"utilizing":[54],"problem's":[56],"landscape":[57,112],"design":[60],"an":[62],"efficient":[63],"selection":[64],"mechanism":[65],"emphasize":[67],"best-performing":[69,107],"variant":[71],"not":[73],"yet":[74],"thoroughly":[76],"explored.":[77],"Motivated":[78],"fact,":[81],"paper,":[84],"new":[86],"two-phase":[87],"(exploration":[88],"and":[89,114,118],"exploitation)":[90],"multi-operator":[91],"is":[94],"proposed.":[95],"It":[96],"starts":[97],"with":[98],"exploration":[100],"phase,":[101],"dynamically":[102],"placing":[103],"emphasis":[104],"on":[105,110],"based":[109],"indicators":[113],"its":[115],"performance":[116,130,155],"history,":[117],"then":[119],"repeats":[120],"process":[122],"during":[123],"exploitation":[125],"phase.":[126],"To":[127],"judge":[128],"algorithm,":[133],"variety":[135],"real-world":[137],"problems":[139],"taken":[140],"from":[141],"disciplines":[143],"are":[144],"solved.":[145],"According":[146],"results":[149],"obtained,":[150],"shows":[153],"superior":[154],"those":[157],"state-of-the-art":[159],"algorithms.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}