{"id":"https://openalex.org/W2034092996","doi":"https://doi.org/10.1109/nabic.2013.6617844","title":"Evolving and reusing Bin Packing heuristic through Grammatical Differential Evolution","display_name":"Evolving and reusing Bin Packing heuristic through Grammatical Differential Evolution","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2034092996","doi":"https://doi.org/10.1109/nabic.2013.6617844","mag":"2034092996"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2013.6617844","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2013.6617844","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 World Congress on Nature and Biologically Inspired Computing","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/A5010207553","display_name":"Marco Aurelio Sotelo-Figueroa","orcid":"https://orcid.org/0000-0002-9795-0138"},"institutions":[{"id":"https://openalex.org/I4210128463","display_name":"Instituto Tecnol\u00f3gico de Le\u00f3n","ror":"https://ror.org/02zmh8h66","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210128463"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marco A. Sotelo-Figueroa","raw_affiliation_strings":["Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","Inst. Tecnol. de Leon, Leon, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","institution_ids":["https://openalex.org/I4210128463"]},{"raw_affiliation_string":"Inst. Tecnol. de Leon, Leon, Mexico","institution_ids":["https://openalex.org/I4210128463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012114447","display_name":"H\u00e9ctor Jos\u00e9 Puga Soberanes","orcid":"https://orcid.org/0000-0002-1315-1436"},"institutions":[{"id":"https://openalex.org/I4210128463","display_name":"Instituto Tecnol\u00f3gico de Le\u00f3n","ror":"https://ror.org/02zmh8h66","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210128463"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hector Jose Puga Soberanes","raw_affiliation_strings":["Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","Inst. Tecnol. de Leon, Leon, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","institution_ids":["https://openalex.org/I4210128463"]},{"raw_affiliation_string":"Inst. Tecnol. de Leon, Leon, Mexico","institution_ids":["https://openalex.org/I4210128463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012122073","display_name":"Mart\u00edn Carpio","orcid":"https://orcid.org/0000-0002-1191-2676"},"institutions":[{"id":"https://openalex.org/I4210128463","display_name":"Instituto Tecnol\u00f3gico de Le\u00f3n","ror":"https://ror.org/02zmh8h66","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210128463"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Martin Carpio","raw_affiliation_strings":["Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","Inst. Tecnol. de Leon, Leon, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","institution_ids":["https://openalex.org/I4210128463"]},{"raw_affiliation_string":"Inst. Tecnol. de Leon, Leon, Mexico","institution_ids":["https://openalex.org/I4210128463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013270107","display_name":"H\u00e9ctor Joaqu\u00edn Fraire Huacuja","orcid":null},"institutions":[{"id":"https://openalex.org/I177400693","display_name":"Instituto Tecnol\u00f3gico de Ciudad Madero","ror":"https://ror.org/04cymm537","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I177400693","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hector J. Fraire Huacuja","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Ciudad Madero, Tamaulipas, M\u00e9xico","Inst. Tecnol. de Ciudad Madero, Ciudad Madero, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Ciudad Madero, Tamaulipas, M\u00e9xico","institution_ids":["https://openalex.org/I177400693"]},{"raw_affiliation_string":"Inst. Tecnol. de Ciudad Madero, Ciudad Madero, Mexico","institution_ids":["https://openalex.org/I177400693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075009803","display_name":"Laura Cruz\u2013Reyes","orcid":"https://orcid.org/0000-0002-4541-1642"},"institutions":[{"id":"https://openalex.org/I177400693","display_name":"Instituto Tecnol\u00f3gico de Ciudad Madero","ror":"https://ror.org/04cymm537","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I177400693","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Laura Cruz Reyes","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Ciudad Madero, Tamaulipas, M\u00e9xico","Inst. Tecnol. de Ciudad Madero, Ciudad Madero, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Ciudad Madero, Tamaulipas, M\u00e9xico","institution_ids":["https://openalex.org/I177400693"]},{"raw_affiliation_string":"Inst. Tecnol. de Ciudad Madero, Ciudad Madero, Mexico","institution_ids":["https://openalex.org/I177400693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088086274","display_name":"Jorge A. Soria-Alcaraz","orcid":"https://orcid.org/0000-0002-8602-6150"},"institutions":[{"id":"https://openalex.org/I4210128463","display_name":"Instituto Tecnol\u00f3gico de Le\u00f3n","ror":"https://ror.org/02zmh8h66","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210128463"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge A. Soria-Alcaraz","raw_affiliation_strings":["Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","Inst. Tecnol. de Leon, Leon, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n Le\u00f3n Guanajuato, Leon, M\u00e9xico","institution_ids":["https://openalex.org/I4210128463"]},{"raw_affiliation_string":"Inst. Tecnol. de Leon, Leon, Mexico","institution_ids":["https://openalex.org/I4210128463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5187,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79969749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"92","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","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"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9955000281333923,"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/heuristics","display_name":"Heuristics","score":0.837334930896759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7211247086524963},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.7189269065856934},{"id":"https://openalex.org/keywords/bin-packing-problem","display_name":"Bin packing problem","score":0.7172743678092957},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7040021419525146},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6124466061592102},{"id":"https://openalex.org/keywords/grammatical-evolution","display_name":"Grammatical evolution","score":0.5487424731254578},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4941151440143585},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4515230059623718},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4123859405517578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3980737030506134},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3675566613674164},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3313358724117279},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.27885550260543823},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25151699781417847},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20660486817359924},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1774212121963501}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.837334930896759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7211247086524963},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.7189269065856934},{"id":"https://openalex.org/C87219788","wikidata":"https://www.wikidata.org/wiki/Q814581","display_name":"Bin packing problem","level":3,"score":0.7172743678092957},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7040021419525146},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6124466061592102},{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.5487424731254578},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4941151440143585},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4515230059623718},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4123859405517578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3980737030506134},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3675566613674164},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3313358724117279},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.27885550260543823},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25151699781417847},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20660486817359924},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1774212121963501},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2013.6617844","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2013.6617844","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 World Congress on Nature and Biologically Inspired Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W59389403","https://openalex.org/W138562460","https://openalex.org/W254944847","https://openalex.org/W1497256448","https://openalex.org/W1553750894","https://openalex.org/W1560691639","https://openalex.org/W1593481303","https://openalex.org/W1595159159","https://openalex.org/W1596914020","https://openalex.org/W1600841622","https://openalex.org/W1608786889","https://openalex.org/W1820078070","https://openalex.org/W1878040096","https://openalex.org/W1964501931","https://openalex.org/W1994442196","https://openalex.org/W2005908084","https://openalex.org/W2011039300","https://openalex.org/W2013067314","https://openalex.org/W2036762380","https://openalex.org/W2037728500","https://openalex.org/W2043862089","https://openalex.org/W2049142849","https://openalex.org/W2049967755","https://openalex.org/W2084792706","https://openalex.org/W2086027071","https://openalex.org/W2090546075","https://openalex.org/W2093188170","https://openalex.org/W2096166399","https://openalex.org/W2105094221","https://openalex.org/W2136275872","https://openalex.org/W2137340504","https://openalex.org/W2138473398","https://openalex.org/W2150357343","https://openalex.org/W2168143211","https://openalex.org/W2169587862","https://openalex.org/W2275734807","https://openalex.org/W2418222029","https://openalex.org/W2505436561","https://openalex.org/W4207030835","https://openalex.org/W4211105036","https://openalex.org/W4252732074","https://openalex.org/W6605564693","https://openalex.org/W6635409236"],"related_works":["https://openalex.org/W2161940019","https://openalex.org/W2042730101","https://openalex.org/W2044180942","https://openalex.org/W3034800622","https://openalex.org/W2605210233","https://openalex.org/W2065481307","https://openalex.org/W1527172735","https://openalex.org/W66727908","https://openalex.org/W3006865984","https://openalex.org/W2003947101"],"abstract_inverted_index":{"The":[0,119],"Bin":[1,98],"Packing":[2,99],"Problem":[3,100],"is":[4,122,126],"a":[5,71,85,155,163],"classic":[6],"optimization":[7],"problem,":[8],"over":[9],"the":[10,36,45,49,53,62,75,80,97,106,111,130,143,147,159],"years":[11],"many":[12,23],"heuristics":[13,27,37,95,103,138],"have":[14,140],"been":[15],"developed":[16],"to":[17,25,44,123,128,133,157],"obtain":[18],"better":[19],"results.":[20],"There":[21],"are":[22,31,109],"approaches":[24,30],"generating":[26],"automatically,":[28],"those":[29],"based":[32,73,88,165],"Genetic":[33,65,167],"Programming,":[34],"but":[35],"generated":[38,59,63,94,104,149],"sometimes":[39],"can":[40],"not":[41],"be":[42],"applied":[43],"problem.":[46],"Recently":[47],"in":[48],"Artificial":[50],"Intelligence":[51],"field,":[52],"Grammar":[54,86,107,131,156,164],"Evolution":[55,87,108,132],"approach":[56],"emerged,":[57],"which":[58,92,114,139],"expressions":[60],"like":[61,110],"by":[64,105,117,150],"Programming;":[66],"these":[67],"algorithms":[68],"evolve":[69],"into":[70],"grammar":[72],"on":[74,89,166],"Backus":[76],"Naur":[77],"Form.":[78],"In":[79],"present":[81],"work":[82],"we":[83,152],"show":[84],"Differential":[90],"Evolution,":[91],"automatically":[93,134],"for":[96,162],"instances.":[101],"Those":[102],"Best-Fit":[112],"heuristic":[113],"was":[115],"designed":[116],"humans.":[118],"work's":[120],"goal":[121],"prove":[124],"that":[125],"feasible":[127],"use":[129],"generate":[135],"and":[136],"reusing":[137],"at":[141],"least":[142],"same":[144],"performance":[145],"than":[146],"best":[148],"humans,":[151],"also":[153],"propose":[154],"improve":[158],"results":[160],"obtained":[161],"Programming.":[168]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}