{"id":"https://openalex.org/W1593205366","doi":"https://doi.org/10.1109/cec.2015.7256965","title":"Using association rules to guide evolutionary search in solving constraint satisfaction","display_name":"Using association rules to guide evolutionary search in solving constraint satisfaction","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1593205366","doi":"https://doi.org/10.1109/cec.2015.7256965","mag":"1593205366"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2015.7256965","doi":"https://doi.org/10.1109/cec.2015.7256965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2015.7256965","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"IEEE Congress on Evolutionary Computation (CEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"volume":null,"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/A5014135155","display_name":"M\u0103d\u0103lina R\u0103schip","orcid":"https://orcid.org/0000-0003-0020-636X","observed_orcids":["https://orcid.org/0000-0003-0020-636X"]},"institutions":[{"id":"https://openalex.org/I57825437","display_name":"University of Neuch\u00e2tel","ror":"https://ror.org/00vasag41","country_code":"CH","type":"education","lineage":["https://openalex.org/I57825437"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Madalina Raschip","raw_affiliation_strings":["Information Management Institute, University of Neuch\u00e2tel, Neuch\u00e2tel, Switzerland","Information Management Institute, University of Neuch\u00e2tel, CH-2000, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Management Institute, University of Neuch\u00e2tel, Neuch\u00e2tel, Switzerland","institution_ids":["https://openalex.org/I57825437"]},{"raw_affiliation_string":"Information Management Institute, University of Neuch\u00e2tel, CH-2000, Switzerland","institution_ids":["https://openalex.org/I57825437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015405348","display_name":"Cornelius Croitoru","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cornelius Croitoru","raw_affiliation_strings":["Faculty of Computer Science, Alexandru Ioan Cuza University, Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Alexandru Ioan Cuza University, Iasi, Romania","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112472567","display_name":"Kilian Stoffel","orcid":"https://orcid.org/0000-0002-9486-7769","observed_orcids":["https://orcid.org/0000-0002-9486-7769"]},"institutions":[{"id":"https://openalex.org/I57825437","display_name":"University of Neuch\u00e2tel","ror":"https://ror.org/00vasag41","country_code":"CH","type":"education","lineage":["https://openalex.org/I57825437"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kilian Stoffel","raw_affiliation_strings":["Information Management Institute, University of Neuch\u00e2tel, Neuch\u00e2tel, Switzerland","Information Management Institute, University of Neuch\u00e2tel, CH-2000, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Management Institute, University of Neuch\u00e2tel, Neuch\u00e2tel, Switzerland","institution_ids":["https://openalex.org/I57825437"]},{"raw_affiliation_string":"Information Management Institute, University of Neuch\u00e2tel, CH-2000, Switzerland","institution_ids":["https://openalex.org/I57825437"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7446,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63824406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"744","last_page":"750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9477999806404114,"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":0.9477999806404114,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.03929999843239784,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.00860000029206276,"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/association-rule-mining","display_name":"association rule mining","score":0.699999988079071},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"constraint satisfaction","score":0.8330000042915344},{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.8339999914169312},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.5889999866485596},{"id":"https://openalex.org/keywords/local-optima-avoidance","display_name":"local optima avoidance","score":0.6740000247955322},{"id":"https://openalex.org/keywords/over-constrained-problems","display_name":"over-constrained problems","score":0.8640000224113464},{"id":"https://openalex.org/keywords/max-csp","display_name":"Max-CSP","score":0.8149999976158142},{"id":"https://openalex.org/keywords/search-guidance","display_name":"search guidance","score":0.41999998688697815}],"concepts":[{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.78300940990448},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.7252122759819031},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6723619103431702},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.6081364154815674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5433486104011536},{"id":"https://openalex.org/C183046576","wikidata":"https://www.wikidata.org/wiki/Q5164380","display_name":"Constraint satisfaction dual problem","level":5,"score":0.532349169254303},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5162391662597656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48350051045417786},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4317622482776642},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.43167075514793396},{"id":"https://openalex.org/C137105694","wikidata":"https://www.wikidata.org/wiki/Q3407510","display_name":"Local consistency","level":4,"score":0.4309963583946228},{"id":"https://openalex.org/C156884757","wikidata":"https://www.wikidata.org/wiki/Q798554","display_name":"Backtracking","level":2,"score":0.4105663299560547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34843122959136963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3035632371902466},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2015.7256965","doi":"https://doi.org/10.1109/cec.2015.7256965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2015.7256965","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"IEEE Congress on Evolutionary Computation (CEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W13289598","https://openalex.org/W20978483","https://openalex.org/W1479911746","https://openalex.org/W1484413656","https://openalex.org/W1490334095","https://openalex.org/W1527282796","https://openalex.org/W1584428002","https://openalex.org/W1587104749","https://openalex.org/W1588399676","https://openalex.org/W1736726159","https://openalex.org/W2056382536","https://openalex.org/W2064853889","https://openalex.org/W2076921757","https://openalex.org/W2130778140","https://openalex.org/W2161546705","https://openalex.org/W2166566648","https://openalex.org/W2171964388","https://openalex.org/W2337098149","https://openalex.org/W2426452510","https://openalex.org/W2950680102","https://openalex.org/W4252403066","https://openalex.org/W4300163572","https://openalex.org/W6845013461"],"related_works":["https://openalex.org/W2030252200","https://openalex.org/W2157634295","https://openalex.org/W1490334095","https://openalex.org/W2032962269","https://openalex.org/W1575149721","https://openalex.org/W1536658836","https://openalex.org/W1500349564","https://openalex.org/W3042614108","https://openalex.org/W2105410973","https://openalex.org/W7098070893"],"abstract_inverted_index":{"The":[0,10,25,37,78],"evolutionary":[1,35],"algorithms":[2,15],"find":[3],"difficulties":[4],"in":[5,54],"solving":[6],"constraint":[7,86],"satisfaction":[8,87],"problems.":[9],"paper":[11],"verifies":[12],"if":[13],"such":[14],"could":[16],"improve":[17,63],"their":[18],"results":[19],"by":[20],"using":[21],"data":[22],"mining":[23,31],"techniques.":[24],"proposed":[26,72],"approach":[27],"uses":[28],"association":[29,38],"rules":[30,39],"to":[32,56,62,81],"guide":[33],"the":[34,43,47,58,75,90],"search.":[36],"are":[40,50,84,110],"found":[41],"from":[42],"past":[44],"experience":[45],"of":[46,92],"algorithm":[48],"and":[49,61,105],"applied":[51],"on":[52,74,99,106],"individuals":[53],"order":[55],"keep":[57],"good":[59],"direction":[60],"them.":[64],"A":[65],"new":[66],"escaping":[67],"local":[68],"optima":[69],"strategy":[70],"is":[71],"based":[73],"mined":[76],"rules.":[77],"considered":[79],"problems":[80,88,109],"be":[82,96],"solved":[83],"over-constrained":[85],"where":[89],"number":[91],"satisfied":[93],"constraints":[94],"must":[95],"maximized.":[97],"Results":[98],"randomly":[100],"generated":[101],"binary":[102],"Max-CSP":[103],"instances":[104],"real":[107],"world":[108],"given.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}