{"id":"https://openalex.org/W2152077779","doi":"https://doi.org/10.1162/106365600750078790","title":"A Genetic Model: Analysis and Application to MAXSAT","display_name":"A Genetic Model: Analysis and Application to MAXSAT","publication_year":2000,"publication_date":"2000-09-01","ids":{"openalex":"https://openalex.org/W2152077779","doi":"https://doi.org/10.1162/106365600750078790","mag":"2152077779","pmid":"https://pubmed.ncbi.nlm.nih.gov/11001553"},"language":"en","primary_location":{"id":"doi:10.1162/106365600750078790","is_oa":false,"landing_page_url":"https://doi.org/10.1162/106365600750078790","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","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/A5109187092","display_name":"Alberto Bertoni","orcid":null},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alberto Bertoni","raw_affiliation_strings":["Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050665904","display_name":"Marco Carpentieri","orcid":"https://orcid.org/0000-0003-4611-3089"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Carpentieri","raw_affiliation_strings":["Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041442022","display_name":"Paola Campadelli","orcid":"https://orcid.org/0000-0002-8219-4122"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Paola Campadelli","raw_affiliation_strings":["Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037883962","display_name":"Giuliano Grossi","orcid":"https://orcid.org/0000-0001-9274-4047"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuliano Grossi","raw_affiliation_strings":["Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell'Informazione Universit\u00e1, degli Studi di Milano via Comelico, 39-20135 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037883962","https://openalex.org/A5041442022","https://openalex.org/A5050665904","https://openalex.org/A5109187092"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":1.0632,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84122249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"3","first_page":"291","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991999864578247,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/maximum-satisfiability-problem","display_name":"Maximum satisfiability problem","score":0.8180620670318604},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.6315432190895081},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6044593453407288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5766385793685913},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5375480651855469},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.5300281643867493},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5169362425804138},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4962616562843323},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4068530201911926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3304746150970459},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32109856605529785},{"id":"https://openalex.org/keywords/boolean-function","display_name":"Boolean function","score":0.08102062344551086},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.06198352575302124}],"concepts":[{"id":"https://openalex.org/C111797529","wikidata":"https://www.wikidata.org/wiki/Q17080584","display_name":"Maximum satisfiability problem","level":3,"score":0.8180620670318604},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.6315432190895081},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6044593453407288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5766385793685913},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5375480651855469},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.5300281643867493},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5169362425804138},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4962616562843323},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4068530201911926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3304746150970459},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32109856605529785},{"id":"https://openalex.org/C187455244","wikidata":"https://www.wikidata.org/wiki/Q942353","display_name":"Boolean function","level":2,"score":0.08102062344551086},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.06198352575302124},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","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":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":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011995","descriptor_name":"Recombination, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011995","descriptor_name":"Recombination, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011995","descriptor_name":"Recombination, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013816","descriptor_name":"Thermodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013816","descriptor_name":"Thermodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013816","descriptor_name":"Thermodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1162/106365600750078790","is_oa":false,"landing_page_url":"https://doi.org/10.1162/106365600750078790","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},{"id":"pmid:11001553","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11001553","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":"Evolutionary computation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W70594130","https://openalex.org/W1497256448","https://openalex.org/W1513769081","https://openalex.org/W1663675554","https://openalex.org/W1667614912","https://openalex.org/W1974181222","https://openalex.org/W1975220965","https://openalex.org/W1980465669","https://openalex.org/W1989353689","https://openalex.org/W2015101476","https://openalex.org/W2017127020","https://openalex.org/W2024060531","https://openalex.org/W2036265926","https://openalex.org/W2040924621","https://openalex.org/W2083642130","https://openalex.org/W2087226760","https://openalex.org/W2100308637","https://openalex.org/W2104670598","https://openalex.org/W2107197669","https://openalex.org/W2112518160","https://openalex.org/W2116832689","https://openalex.org/W2128084896","https://openalex.org/W2128113089","https://openalex.org/W2139015486","https://openalex.org/W2152150600","https://openalex.org/W2152632951","https://openalex.org/W2153638045","https://openalex.org/W2162036626","https://openalex.org/W2166032971","https://openalex.org/W2586788744","https://openalex.org/W3023540311","https://openalex.org/W4210896998","https://openalex.org/W4246598646"],"related_works":["https://openalex.org/W2096160932","https://openalex.org/W4200602616","https://openalex.org/W2382311655","https://openalex.org/W2951949933","https://openalex.org/W1600102961","https://openalex.org/W2945403926","https://openalex.org/W2098882706","https://openalex.org/W2359912200","https://openalex.org/W2049828308","https://openalex.org/W2368462006"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,41],"genetic":[4],"model":[5],"based":[6],"on":[7],"the":[8,28,32,46,66,71,74,93,100],"operations":[9],"of":[10,27,73],"recombination":[11],"and":[12,16,70],"mutation":[13,44],"is":[14,59,63,76,79],"studied":[15],"applied":[17,64],"to":[18,65,81,92],"combinatorial":[19,56],"optimization":[20,57,109],"problems.":[21],"Results":[22],"are:":[23],"1.":[24],"The":[25,61],"equations":[26],"deterministic":[29],"dynamics":[30],"in":[31],"thermodynamic":[33],"limit":[34],"(infinite":[35],"populations)":[36],"are":[37,48,104],"derived":[38],"and,":[39],"for":[40,55,84,97],"sufficiently":[42],"small":[43],"rate,":[45],"attractors":[47],"characterized;":[49],"2.":[50],"A":[51],"general":[52],"approximation":[53],"algorithm":[54,62],"problems":[58],"designed.":[60],"Max":[67,98],"Ek-Sat":[68],"problem,":[69],"quality":[72],"solution":[75],"analyzed.":[77],"It":[78],"proved":[80],"be":[82],"optimal":[83],"k":[85],">":[86],"or":[87],"=":[88],"3":[89],"with":[90,107],"respect":[91],"worst":[94],"case":[95,102],"analysis;":[96],"E3-Sat":[99],"average":[101],"performances":[103],"experimentally":[105],"compared":[106],"other":[108],"techniques.":[110]},"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}
