{"id":"https://openalex.org/W2037441497","doi":"https://doi.org/10.1109/cec.2013.6557696","title":"Grammar-based Genetic Programming for evolving variable ordering heuristics","display_name":"Grammar-based Genetic Programming for evolving variable ordering heuristics","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2037441497","doi":"https://doi.org/10.1109/cec.2013.6557696","mag":"2037441497"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","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/A5054827033","display_name":"Alejandro Sosa-Ascencio","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alejandro Sosa-Ascencio","raw_affiliation_strings":["Department of Computer Science, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","Dept. of Comput. Sci., Tecnol. de Monterrey, Monterrey, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Tecnol. de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049386377","display_name":"Hugo Terashima\u2010Mar\u00edn","orcid":"https://orcid.org/0000-0002-5320-0773"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Terashima-Marin","raw_affiliation_strings":["Department of Computer Science, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","Dept. of Comput. Sci., Tecnol. de Monterrey, Monterrey, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Tecnol. de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071990852","display_name":"Manuel Valenzuela-Rend\u00f3n","orcid":"https://orcid.org/0000-0002-2206-3550"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Manuel Valenzuela-Rendon","raw_affiliation_strings":["Department of Computer Science, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","Dept. of Comput. Sci., Tecnol. de Monterrey, Monterrey, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Tecnol. de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054827033"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":null,"apc_paid":null,"fwci":0.3625,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6511332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4926","issue":null,"first_page":"1154","last_page":"1161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9954000115394592,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9940999746322632,"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/heuristics","display_name":"Heuristics","score":0.8421118259429932},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7343160510063171},{"id":"https://openalex.org/keywords/constraint-satisfaction-problem","display_name":"Constraint satisfaction problem","score":0.7011822462081909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6963625550270081},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"Constraint satisfaction","score":0.4933246672153473},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.470305860042572},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4627169966697693},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4565922021865845},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4327154755592346},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4057837426662445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3841727375984192},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3695596754550934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2703692317008972},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18382501602172852},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.10659682750701904}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8421118259429932},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7343160510063171},{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.7011822462081909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963625550270081},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.4933246672153473},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.470305860042572},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4627169966697693},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4565922021865845},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4327154755592346},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4057837426662445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3841727375984192},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3695596754550934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2703692317008972},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18382501602172852},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.10659682750701904},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W103830027","https://openalex.org/W1507638523","https://openalex.org/W1519083892","https://openalex.org/W1547788791","https://openalex.org/W1668207500","https://openalex.org/W1814515812","https://openalex.org/W1968984272","https://openalex.org/W2001514005","https://openalex.org/W2011039300","https://openalex.org/W2023722467","https://openalex.org/W2024182184","https://openalex.org/W2030856354","https://openalex.org/W2064992881","https://openalex.org/W2071639741","https://openalex.org/W2072755230","https://openalex.org/W2074529765","https://openalex.org/W2076230473","https://openalex.org/W2140494408","https://openalex.org/W2157118346","https://openalex.org/W2165207629","https://openalex.org/W2524830493","https://openalex.org/W4249571003","https://openalex.org/W4285719527","https://openalex.org/W6604135163","https://openalex.org/W6631158032"],"related_works":["https://openalex.org/W1483279355","https://openalex.org/W2252314269","https://openalex.org/W2257516073","https://openalex.org/W2091348864","https://openalex.org/W2569549435","https://openalex.org/W2161128834","https://openalex.org/W2012141606","https://openalex.org/W1550482496","https://openalex.org/W2784687883","https://openalex.org/W2097415053"],"abstract_inverted_index":{"Genetic":[0],"Programming":[1],"has":[2],"been":[3],"used":[4],"for":[5,32],"the":[6,53,63,79,89,100,107],"automatic":[7],"creation":[8],"of":[9,14,52,55,78,81,98,109],"heuristics":[10,31,57,61,82,101],"to":[11,27],"address":[12],"problems":[13],"boolean":[15],"satisfiability":[16],"and":[17,44,62],"other":[18],"complex":[19],"computational":[20],"problems.":[21],"This":[22],"paper":[23],"presents":[24],"a":[25,37,45],"methodology":[26],"evolve":[28],"variable":[29],"ordering":[30],"constraint":[33],"satisfaction":[34],"problems,":[35],"though":[36],"hyper-heuristic":[38],"model":[39],"based":[40],"on":[41],"genetic":[42],"programming":[43],"context-free":[46],"grammar.":[47],"We":[48],"present":[49],"an":[50,76],"analysis":[51,77],"efficiency":[54],"new":[56],"generated":[58,83,102],"against":[59],"human-design":[60,110],"generality":[64],"level":[65],"reached":[66],"by":[67,103],"solving":[68],"instances":[69,87],"with":[70,84],"different":[71,85],"parameterization,":[72],"as":[73,75],"well":[74],"behavior":[80],"training":[86],"over":[88],"problem":[90],"domain.":[91],"The":[92],"results":[93],"show":[94],"that":[95],"in":[96],"most":[97],"cases,":[99],"our":[104],"approach":[105],"overcome":[106],"performance":[108],"heuristic.":[111]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
