{"id":"https://openalex.org/W4237051889","doi":"https://doi.org/10.1109/wsc.2005.1574331","title":"A New Optimization Heuristic for Continuous and Integer Decisions with Constraints in Simulation","display_name":"A New Optimization Heuristic for Continuous and Integer Decisions with Constraints in Simulation","publication_year":2006,"publication_date":"2006-01-25","ids":{"openalex":"https://openalex.org/W4237051889","doi":"https://doi.org/10.1109/wsc.2005.1574331"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2005.1574331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2005.1574331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference, 2005.","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/A5041687632","display_name":"M. Ozden","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Ozden","raw_affiliation_strings":["Department of Computer Science and Systems Analysis, Miami University, Oxford, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Systems Analysis, Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041687632"],"corresponding_institution_ids":["https://openalex.org/I83328450"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32754952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"853","last_page":"856"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9972000122070312,"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":0.9972000122070312,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6661770343780518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.660767138004303},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.64754319190979},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.634114146232605},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5689281225204468},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5566791892051697},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.47797033190727234},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.45463791489601135},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.44662198424339294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25934886932373047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20829197764396667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20051532983779907}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6661770343780518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.660767138004303},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.64754319190979},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.634114146232605},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5689281225204468},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5566791892051697},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.47797033190727234},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.45463791489601135},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.44662198424339294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25934886932373047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20829197764396667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20051532983779907},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2005.1574331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2005.1574331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1538558539","https://openalex.org/W1979567634","https://openalex.org/W2007351764","https://openalex.org/W2025500642","https://openalex.org/W2038984515","https://openalex.org/W2039577332","https://openalex.org/W2048122764","https://openalex.org/W2093505886","https://openalex.org/W2104324382","https://openalex.org/W2164655924","https://openalex.org/W2167580870","https://openalex.org/W4300886904","https://openalex.org/W6684316669"],"related_works":["https://openalex.org/W2789681586","https://openalex.org/W2794361564","https://openalex.org/W4243392960","https://openalex.org/W3156820950","https://openalex.org/W4232791346","https://openalex.org/W2971069100","https://openalex.org/W2504553392","https://openalex.org/W2331509522","https://openalex.org/W2937748796","https://openalex.org/W2135210976"],"abstract_inverted_index":{"In":[0,120],"this":[1,121],"paper,":[2,122],"a":[3,18,31,56,81,97,106,134],"new":[4,82],"metaheuristic":[5],"optimization":[6],"approach":[7],"is":[8,24,53,86,103],"developed":[9],"for":[10,65,88],"the":[11,36,41,66,89,93,100,110,117,127],"mixed":[12],"integer":[13],"decisions":[14,42,67,85],"with":[15,139],"constraints":[16],"within":[17],"simulation":[19,58],"model.":[20],"Each":[21],"decision":[22,48],"variable":[23],"handled":[25],"by":[26],"an":[27,76,131],"optimizer":[28],"that":[29,68],"uses":[30],"machine":[32],"learning":[33],"technique.":[34],"At":[35],"beginning":[37],"of":[38,84,126],"each":[39],"iteration,":[40],"are":[43,112],"selected":[44],"randomly":[45],"from":[46],"their":[47,63],"distributions.":[49],"The":[50,60],"performance":[51,73,95],"evaluation":[52],"estimated":[54],"during":[55],"short":[57],"run.":[59,91],"optimizers":[61,111],"modify":[62],"selection-distributions":[64],"prove":[69],"to":[70,105,114,133],"be":[71],"\"good\"":[72],"judged":[74],"against":[75],"advancing":[77],"threshold":[78,101],"value.":[79],"Then,":[80],"set":[83],"generated":[87],"next":[90],"When":[92],"average":[94],"reaches":[96],"good":[98],"competency,":[99],"value":[102],"advanced":[104],"higher":[107],"level.":[108],"Thus,":[109],"forced":[113],"learn":[115],"toward":[116],"optimal":[118],"solution.":[119],"after":[123],"brief":[124],"explanation":[125],"approach,":[128],"we":[129],"present":[130],"application":[132],"challenging":[135],"engineering":[136],"problem":[137],"dealing":[138],"pressure-vessel":[140],"design.":[141]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}