{"id":"https://openalex.org/W2559017865","doi":"https://doi.org/10.1109/cec.2016.7744284","title":"Further note on the probabilistic constraint handling","display_name":"Further note on the probabilistic constraint handling","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2559017865","doi":"https://doi.org/10.1109/cec.2016.7744284","mag":"2559017865"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066093683","display_name":"\u00d6. Ciftcioglu","orcid":"https://orcid.org/0000-0001-9230-2302"},"institutions":[{"id":"https://openalex.org/I44457188","display_name":"Maltepe University","ror":"https://ror.org/004dg2369","country_code":"TR","type":"education","lineage":["https://openalex.org/I44457188"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL","TR"],"is_corresponding":false,"raw_author_name":"Ozer Ciftcioglu","raw_affiliation_strings":["Department of Architecture, Delft University of Technology, Delft, The Netherlands","Maltepe University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Maltepe University, Istanbul, Turkey","institution_ids":["https://openalex.org/I44457188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035835800","display_name":"Michael S. Bittermann","orcid":"https://orcid.org/0000-0003-3640-0754"},"institutions":[{"id":"https://openalex.org/I44457188","display_name":"Maltepe University","ror":"https://ror.org/004dg2369","country_code":"TR","type":"education","lineage":["https://openalex.org/I44457188"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Michael S. Bittermann","raw_affiliation_strings":["Department of Architecture, Maltepe University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, Maltepe University, Istanbul, Turkey","institution_ids":["https://openalex.org/I44457188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084806883","display_name":"Rituparna Datta","orcid":"https://orcid.org/0000-0003-3816-2438"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rituparna Datta","raw_affiliation_strings":["Department of Mechanical Engineering, Indian Institute of Technology, Kanpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Indian Institute of Technology, Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1941,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51635157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"3901","last_page":"3908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9975000023841858,"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":0.9936000108718872,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7931517958641052},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.7037095427513123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5721796154975891},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5512080788612366},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5402374863624573},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4811617136001587},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.45181941986083984},{"id":"https://openalex.org/keywords/tangent","display_name":"Tangent","score":0.4480578601360321},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4391222298145294},{"id":"https://openalex.org/keywords/penalty-method","display_name":"Penalty method","score":0.438921183347702},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.41160228848457336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.352399617433548},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32114121317863464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1940942108631134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07836049795150757}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7931517958641052},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.7037095427513123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5721796154975891},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5512080788612366},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5402374863624573},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4811617136001587},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.45181941986083984},{"id":"https://openalex.org/C138187205","wikidata":"https://www.wikidata.org/wiki/Q131251","display_name":"Tangent","level":2,"score":0.4480578601360321},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4391222298145294},{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.438921183347702},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.41160228848457336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.352399617433548},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32114121317863464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1940942108631134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07836049795150757},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2016.7744284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:13e9d021-4d81-45af-92b1-cd0577d7fd97","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:13e9d021-4d81-45af-92b1-cd0577d7fd97","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"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 paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W45267252","https://openalex.org/W153753672","https://openalex.org/W1479771599","https://openalex.org/W1529325699","https://openalex.org/W1553373771","https://openalex.org/W1572698560","https://openalex.org/W1586782715","https://openalex.org/W1595498733","https://openalex.org/W1905847227","https://openalex.org/W1968535060","https://openalex.org/W2007351764","https://openalex.org/W2008499862","https://openalex.org/W2030435702","https://openalex.org/W2036109172","https://openalex.org/W2063375245","https://openalex.org/W2091055889","https://openalex.org/W2095922002","https://openalex.org/W2098907614","https://openalex.org/W2106334424","https://openalex.org/W2110373411","https://openalex.org/W2110828487","https://openalex.org/W2121365620","https://openalex.org/W2123524465","https://openalex.org/W2125502051","https://openalex.org/W2126105956","https://openalex.org/W2135864487","https://openalex.org/W2142844925","https://openalex.org/W2145479420","https://openalex.org/W2167483411","https://openalex.org/W2170814341","https://openalex.org/W2362061643","https://openalex.org/W2506152732","https://openalex.org/W2558198285","https://openalex.org/W2593781315","https://openalex.org/W4243644504","https://openalex.org/W4285719527","https://openalex.org/W4292408320","https://openalex.org/W4292864963","https://openalex.org/W6631633975","https://openalex.org/W6780869803"],"related_works":["https://openalex.org/W587735977","https://openalex.org/W2062802260","https://openalex.org/W1978142926","https://openalex.org/W3157395178","https://openalex.org/W1977335770","https://openalex.org/W2012481935","https://openalex.org/W1970507958","https://openalex.org/W3134574304","https://openalex.org/W2175677697","https://openalex.org/W3180934676"],"abstract_inverted_index":{"A":[0],"robust":[1,87],"probabilistic":[2,169],"constraint":[3,68],"handling":[4],"approach":[5,42],"in":[6,28,98,115],"the":[7,20,24,38,49,53,67,72,76,80,84,92,99,118,122,133,139,142,146,151,155,167,172,184,188,191],"framework":[8],"of":[9,23,52,75,101,135,138,145,154,166,179],"joint":[10],"evolutionary-classical":[11],"optimization":[12],"has":[13],"been":[14,130],"presented":[15,27,110],"earlier.":[16,197],"In":[17,148],"this":[18,158,176],"work,":[19,157],"theoretical":[21,124],"foundations":[22],"method":[25,31],"are":[26],"detail.":[29],"The":[30,45,86,106],"is":[32,43,64,104,109,178],"known":[33],"as":[34,61,78,111,163],"bi-objective":[35],"method,":[36],"where":[37,121],"conventional":[39],"penalty":[40,55],"function":[41],"implemented.":[44],"present":[46],"work":[47,107,159,192],"highlights":[48],"dynamic":[50],"variation":[51],"commensurate":[54],"parameter":[56],"for":[57,132],"each":[58],"objective":[59],"treated":[60],"constraint.":[62],"It":[63],"shown":[65],"that":[66],"parameters":[69],"collectively":[70],"define":[71],"right":[73],"slope":[74],"tangent":[77],"to":[79,95,150,182],"optimal":[81],"front":[82],"during":[83],"search.":[85],"and":[88,126,193],"sustained":[89],"convergence":[90],"throughout":[91],"search":[93],"up":[94],"micro":[96],"level":[97],"range":[100],"10-10or":[102],"beyond":[103],"explained.":[105],"here":[108],"a":[112,164],"further":[113],"note":[114],"connection":[116],"with":[117],"previous":[119,156,173],"publication,":[120],"subtle":[123],"considerations":[125],"their":[127],"details":[128],"had":[129],"omitted":[131],"sake":[134],"detailed":[136,168],"results":[137],"experiments":[140],"demonstrating":[141],"effective":[143],"working":[144],"approach.":[147],"contrast":[149],"implementation-centered":[152],"reporting":[153],"can":[160],"be":[161],"considered":[162],"description":[165],"basis":[170],"underlying":[171],"work.":[174],"Therefore,":[175],"study":[177],"great":[180],"importance":[181],"let":[183],"researchers":[185],"conveniently":[186],"gain":[187],"insight":[189],"into":[190],"its":[194],"implications":[195],"reported":[196]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}