{"id":"https://openalex.org/W2066933614","doi":"https://doi.org/10.1109/tcyb.2013.2264670","title":"Memetic Algorithm for Real-Time Combinatorial Stochastic Simulation Optimization Problems With Performance Analysis","display_name":"Memetic Algorithm for Real-Time Combinatorial Stochastic Simulation Optimization Problems With Performance Analysis","publication_year":2013,"publication_date":"2013-07-24","ids":{"openalex":"https://openalex.org/W2066933614","doi":"https://doi.org/10.1109/tcyb.2013.2264670","mag":"2066933614","pmid":"https://pubmed.ncbi.nlm.nih.gov/23893756"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2013.2264670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2013.2264670","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5031775103","display_name":"Shih\u2010Cheng Horng","orcid":"https://orcid.org/0000-0001-7707-2481"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Shih-Cheng Horng","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung, Taiwan","[Dept. of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]},{"raw_affiliation_string":"[Dept. of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung, Taiwan]","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102126734","display_name":"Shin-Yeu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I141243467","display_name":"Chang Gung University of Science and Technology","ror":"https://ror.org/009knm296","country_code":"TW","type":"education","lineage":["https://openalex.org/I141243467"]},{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shin-Yeu Lin","raw_affiliation_strings":["Department of Electrical Engineering and Green Technology Research Center, Chang Gung University, Taoyuan, Taiwan","Dept. of Electr. Eng. & Green Technol. Res. Center, Chang Gung Univ., Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Green Technology Research Center, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I141243467"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & Green Technol. Res. Center, Chang Gung Univ., Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007751109","display_name":"Loo Hay Lee","orcid":"https://orcid.org/0000-0001-9359-0027"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Loo Hay Lee","raw_affiliation_strings":["National University of Singapore, Singapore, SG","Dept. of Ind. & Syst. Eng., Nat. Univ. of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, SG","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Dept. of Ind. & Syst. Eng., Nat. Univ. of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017945484","display_name":"Chun\u2010Hung Chen","orcid":"https://orcid.org/0000-0001-7824-1814"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun-Hung Chen","raw_affiliation_strings":["George Mason University, Fairfax, VA, US","Dept. of Syst. Eng. & Oper. Res., George Mason Univ., Fairfax, VA, USA"],"affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Dept. of Syst. Eng. & Oper. Res., George Mason Univ., Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031775103"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":null,"apc_paid":null,"fwci":5.975,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96143554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"43","issue":"5","first_page":"1495","last_page":"1509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9997000098228455,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11006","display_name":"BIM and Construction Integration","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.9285712242126465},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.686445951461792},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6284663677215576},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.6121172308921814},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5546398162841797},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5426334738731384},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.4952787458896637},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4855058193206787},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45598721504211426},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4548311233520508},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.44506028294563293},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.4393150806427002},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31419193744659424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1390542984008789}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.9285712242126465},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.686445951461792},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6284663677215576},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.6121172308921814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5546398162841797},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5426334738731384},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.4952787458896637},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4855058193206787},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45598721504211426},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4548311233520508},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.44506028294563293},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.4393150806427002},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31419193744659424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1390542984008789},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tcyb.2013.2264670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2013.2264670","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:23893756","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23893756","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/63181","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/63181","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/87071","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/87071","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W61922391","https://openalex.org/W659473080","https://openalex.org/W1536615069","https://openalex.org/W1554780162","https://openalex.org/W1982608345","https://openalex.org/W1984603815","https://openalex.org/W1989556887","https://openalex.org/W2000503034","https://openalex.org/W2008434012","https://openalex.org/W2033753530","https://openalex.org/W2037505854","https://openalex.org/W2043193190","https://openalex.org/W2046609661","https://openalex.org/W2068969503","https://openalex.org/W2074739125","https://openalex.org/W2095999126","https://openalex.org/W2098888914","https://openalex.org/W2104274529","https://openalex.org/W2104921316","https://openalex.org/W2110537886","https://openalex.org/W2111811973","https://openalex.org/W2115343860","https://openalex.org/W2117522162","https://openalex.org/W2120619887","https://openalex.org/W2121379050","https://openalex.org/W2122470810","https://openalex.org/W2135331367","https://openalex.org/W2141771453","https://openalex.org/W2144304907","https://openalex.org/W2144808055","https://openalex.org/W2148121522","https://openalex.org/W2155889930","https://openalex.org/W2162009630","https://openalex.org/W2574717559","https://openalex.org/W2971276692","https://openalex.org/W3141561672","https://openalex.org/W3151072322","https://openalex.org/W4237029372","https://openalex.org/W4254845134","https://openalex.org/W6732627307"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W103092118","https://openalex.org/W2092682196","https://openalex.org/W2024203849","https://openalex.org/W2363901158","https://openalex.org/W2124562211"],"abstract_inverted_index":{"A":[0],"three-phase":[1],"memetic":[2],"algorithm":[3,30],"(MA)":[4],"is":[5,38,60,89,109,116,137],"proposed":[6,107,161],"to":[7,40,62,91,111,125,155],"find":[8,41],"a":[9,28,49,117,145,152],"suboptimal":[10],"solution":[11,23,97,136],"for":[12,64],"real-time":[13],"combinatorial":[14],"stochastic":[15],"simulation":[16],"optimization":[17],"(CSSO)":[18],"problems":[19],"with":[20,55,144],"large":[21],"discrete":[22],"space.":[24],"In":[25,46,80],"phase":[26,47,78,81,104],"1,":[27],"genetic":[29],"assisted":[31],"by":[32],"an":[33,56,112],"offline":[34],"global":[35],"surrogate":[36,58],"model":[37,59],"applied":[39,110],"N":[42,74,100],"good":[43],"diversified":[44],"solutions.":[45],"2,":[48],"probabilistic":[50],"local":[51,68,101],"search":[52,63],"method":[53],"integrated":[54],"online":[57],"used":[61],"the":[65,73,83,95,99,134,141,157,160],"approximate":[66],"corresponding":[67],"optimum":[69,143],"of":[70,72,140,147,159],"each":[71],"solutions":[75],"resulted":[76],"from":[77,103],"1.":[79],"3,":[82],"optimal":[84],"computing":[85],"budget":[86],"allocation":[87],"technique":[88],"employed":[90],"simulate":[92],"and":[93,130],"identify":[94],"best":[96],"among":[98],"optima":[102],"2.":[105],"The":[106],"MA":[108],"assemble-to-order":[113],"problem,":[114],"which":[115],"real-world":[118],"CSSO":[119],"problem.":[120],"Extensive":[121],"simulations":[122],"were":[123],"performed":[124],"demonstrate":[126],"its":[127],"superior":[128],"performance,":[129],"results":[131],"showed":[132],"that":[133],"obtained":[135],"within":[138],"1%":[139],"true":[142],"probability":[146],"99%.":[148],"We":[149],"also":[150],"provide":[151],"rigorous":[153],"analysis":[154],"evaluate":[156],"performance":[158],"MA.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
