{"id":"https://openalex.org/W2559508997","doi":"https://doi.org/10.1109/cec.2016.7743988","title":"A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP","display_name":"A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2559508997","doi":"https://doi.org/10.1109/cec.2016.7743988","mag":"2559508997"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7743988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743988","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":"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/A5040931960","display_name":"Abir Chaabani","orcid":"https://orcid.org/0000-0003-0283-6111"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Abir Chaabani","raw_affiliation_strings":["Lab. SOIE. Strategie d'Optimisation et Informatique IntelligentE, ISG, Institut Sup\u00e9rieur de Gestion, Universit\u00e9 de Tunis, Tunisie"],"affiliations":[{"raw_affiliation_string":"Lab. SOIE. Strategie d'Optimisation et Informatique IntelligentE, ISG, Institut Sup\u00e9rieur de Gestion, Universit\u00e9 de Tunis, Tunisie","institution_ids":["https://openalex.org/I237446400","https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080575230","display_name":"Slim Bechikh","orcid":"https://orcid.org/0000-0003-1378-7415"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Slim Bechikh","raw_affiliation_strings":["Lab. SOIE. Strategie d'Optimisation et Informatique IntelligentE, ISG, Institut Sup\u00e9rieur de Gestion, Universit\u00e9 de Tunis, Tunisie"],"affiliations":[{"raw_affiliation_string":"Lab. SOIE. Strategie d'Optimisation et Informatique IntelligentE, ISG, Institut Sup\u00e9rieur de Gestion, Universit\u00e9 de Tunis, Tunisie","institution_ids":["https://openalex.org/I237446400","https://openalex.org/I108714496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028612749","display_name":"Lamjed Ben Sa\u00efd","orcid":"https://orcid.org/0000-0001-9225-884X"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Lamjed Ben Said","raw_affiliation_strings":["Lab. SOIE. Strategie d'Optimisation et Informatique IntelligentE, ISG, Institut Sup\u00e9rieur de Gestion, Universit\u00e9 de Tunis, Tunisie"],"affiliations":[{"raw_affiliation_string":"Lab. SOIE. Strategie d'Optimisation et Informatique IntelligentE, ISG, Institut Sup\u00e9rieur de Gestion, Universit\u00e9 de Tunis, Tunisie","institution_ids":["https://openalex.org/I237446400","https://openalex.org/I108714496"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040931960"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I237446400"],"apc_list":null,"apc_paid":null,"fwci":1.2854,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87475291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1666","last_page":"1673"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/memetic-algorithm","display_name":"Memetic algorithm","score":0.8259029984474182},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7177166938781738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6338344216346741},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5920137166976929},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.5848038196563721},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5606417059898376},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5345963835716248},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5152223706245422},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5090081691741943},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49964356422424316},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.49194785952568054},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.4649215042591095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3614814281463623},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33254534006118774},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.288290798664093}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.8259029984474182},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7177166938781738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6338344216346741},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5920137166976929},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.5848038196563721},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5606417059898376},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5345963835716248},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5152223706245422},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5090081691741943},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49964356422424316},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.49194785952568054},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.4649215042591095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3614814281463623},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33254534006118774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.288290798664093},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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":1,"locations":[{"id":"doi:10.1109/cec.2016.7743988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743988","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W24416707","https://openalex.org/W144571061","https://openalex.org/W1501435780","https://openalex.org/W1595652668","https://openalex.org/W1597653328","https://openalex.org/W1638081485","https://openalex.org/W1676470423","https://openalex.org/W1762936176","https://openalex.org/W1975828823","https://openalex.org/W1992590811","https://openalex.org/W2008316291","https://openalex.org/W2010336970","https://openalex.org/W2029392610","https://openalex.org/W2031801005","https://openalex.org/W2054666618","https://openalex.org/W2078101422","https://openalex.org/W2081391569","https://openalex.org/W2084092669","https://openalex.org/W2104274529","https://openalex.org/W2111563176","https://openalex.org/W2111811973","https://openalex.org/W2124659975","https://openalex.org/W2136189599","https://openalex.org/W2159536053","https://openalex.org/W2160476179","https://openalex.org/W2210407830","https://openalex.org/W2325070825","https://openalex.org/W2481910659","https://openalex.org/W2624262714","https://openalex.org/W4396738453","https://openalex.org/W6601052073","https://openalex.org/W6629970544","https://openalex.org/W6635565291","https://openalex.org/W6638128249","https://openalex.org/W6641939000","https://openalex.org/W6683370205"],"related_works":["https://openalex.org/W2897822959","https://openalex.org/W2974463220","https://openalex.org/W2903983811","https://openalex.org/W2810398462","https://openalex.org/W2143818971","https://openalex.org/W2405920822","https://openalex.org/W2185663840","https://openalex.org/W2585632407","https://openalex.org/W2088134664","https://openalex.org/W2508225662","https://openalex.org/W1534705718","https://openalex.org/W2396675612","https://openalex.org/W2026547835","https://openalex.org/W2113644881","https://openalex.org/W1657436322","https://openalex.org/W2147393787","https://openalex.org/W2557716476","https://openalex.org/W2736717733","https://openalex.org/W1982107291","https://openalex.org/W2077418700"],"abstract_inverted_index":{"Bi-level":[0,124],"optimization":[1,8,15,42],"problems":[2],"are":[3,166],"a":[4,38,88,119,130],"class":[5],"of":[6,14,82,92,147,174,189,204],"challenging":[7],"problems,":[9,19],"that":[10,68],"contain":[11],"two":[12],"levels":[13],"tasks.":[16],"In":[17,62,86],"these":[18],"the":[20,24,33,41,50,60,80,90,100,106,148,154,172,184,187,193,202,205],"optimal":[21],"solutions":[22],"to":[23,32,45,139,168,200],"lower":[25],"level":[26,35],"problem":[27,43,98],"become":[28],"possible":[29],"feasible":[30],"candidates":[31],"upper":[34],"problem.":[36,61],"Such":[37],"requirement":[39],"makes":[40],"difficult":[44],"solve,":[46],"and":[47,156,170,196],"has":[48],"kept":[49],"researchers":[51],"busy":[52],"towards":[53],"devising":[54],"methodologies,":[55],"which":[56],"can":[57,103],"efficiently":[58],"handle":[59],"recent":[63],"decades,":[64],"it":[65],"is":[66,151],"observed":[67],"many":[69],"efficient":[70],"optimizations":[71],"using":[72],"modern":[73],"advanced":[74],"EAs":[75],"have":[76],"been":[77],"achieved":[78],"via":[79],"incorporation":[81],"domain":[83,93],"specific":[84],"knowledge.":[85],"such":[87],"way,":[89],"embedment":[91],"knowledge":[94,176],"about":[95],"an":[96],"underlying":[97],"into":[99],"search":[101,108],"algorithms":[102],"enhance":[104,140],"properly":[105],"evolutionary":[107,143,180],"performance.":[109],"Motivated":[110],"by":[111],"this":[112,117],"issue,":[113],"we":[114],"present":[115],"in":[116],"paper":[118],"Memetic":[120],"Evolutionary":[121],"Algorithm":[122],"for":[123],"Combinatorial":[125],"Optimization":[126],"(M-CODBA)":[127],"based":[128],"on":[129,153,162,178],"new":[131],"recently":[132],"proposed":[133,149],"CODBA":[134],"algorithm":[135],"with":[136],"transfer":[137],"learning":[138],"future":[141],"bi-level":[142,179],"search.":[144,181],"A":[145],"realization":[146],"scheme":[150,195],"investigated":[152],"Bi-CVRP":[155],"Bi-MDVRP":[157],"problems.":[158],"The":[159],"experimental":[160],"studies":[161],"well":[163],"established":[164],"benchmarks":[165],"presented":[167],"assess":[169],"validate":[171],"benefits":[173],"incorporating":[175],"memes":[177],"Most":[182],"notably,":[183],"results":[185],"emphasize":[186],"advantage":[188],"our":[190],"proposal":[191],"over":[192],"original":[194],"demonstrate":[197],"its":[198],"capability":[199],"accelerate":[201],"convergence":[203],"algorithm.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
