{"id":"https://openalex.org/W2151232036","doi":"https://doi.org/10.1007/978-3-540-37368-1_4","title":"Genetic Algorithms and Monte Carlo Simulation for the Optimization of System Design and Operation","display_name":"Genetic Algorithms and Monte Carlo Simulation for the Optimization of System Design and Operation","publication_year":2006,"publication_date":"2006-12-12","ids":{"openalex":"https://openalex.org/W2151232036","doi":"https://doi.org/10.1007/978-3-540-37368-1_4","mag":"2151232036"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-37368-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-37368-1_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","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/A5108537252","display_name":"M. Marseguerra","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119056","display_name":"Fondazione Politecnico di Milano","ror":"https://ror.org/01rnvev51","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119056"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marzio Marseguerra","raw_affiliation_strings":["Polytechnic of Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Polytechnic of Milan, Italy","institution_ids":["https://openalex.org/I4210119056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012431211","display_name":"Enrico Zio","orcid":"https://orcid.org/0000-0002-7108-637X"},"institutions":[{"id":"https://openalex.org/I4210119056","display_name":"Fondazione Politecnico di Milano","ror":"https://ror.org/01rnvev51","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119056"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Zio","raw_affiliation_strings":["Polytechnic of Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Polytechnic of Milan, Italy","institution_ids":["https://openalex.org/I4210119056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079344273","display_name":"Luca Podofillini","orcid":"https://orcid.org/0000-0002-0218-0717"},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luca Podofillini","raw_affiliation_strings":["Paul Scherrer Institute, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institute, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108537252"],"corresponding_institution_ids":["https://openalex.org/I4210119056"],"apc_list":null,"apc_paid":null,"fwci":1.9049,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89019608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/monte-carlo-method","display_name":"Monte Carlo method","score":0.7228335738182068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6228438019752502},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5560973286628723},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43350714445114136},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43198826909065247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2744237184524536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15577465295791626},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07108151912689209}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7228335738182068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6228438019752502},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5560973286628723},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43350714445114136},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43198826909065247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2744237184524536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15577465295791626},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07108151912689209}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-540-37368-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-37368-1_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:dora:psi_61908","is_oa":false,"landing_page_url":"https://www.dora.lib4ri.ch/psi/islandora/object/psi%3A61908","pdf_url":null,"source":{"id":"https://openalex.org/S4306402574","display_name":"DORA PSI (Paul Scherrer Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802229908","host_organization_name":"Paul Scherrer Institute","host_organization_lineage":["https://openalex.org/I2802229908"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"},{"id":"pmh:oai:re.public.polimi.it:11311/551657","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/551657","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W122158636","https://openalex.org/W130712310","https://openalex.org/W588710955","https://openalex.org/W1497256448","https://openalex.org/W1504943474","https://openalex.org/W1528971999","https://openalex.org/W1556800872","https://openalex.org/W1606723101","https://openalex.org/W1965488904","https://openalex.org/W1966470202","https://openalex.org/W1987824485","https://openalex.org/W1993023738","https://openalex.org/W2000082228","https://openalex.org/W2002727052","https://openalex.org/W2003345255","https://openalex.org/W2011831920","https://openalex.org/W2016083398","https://openalex.org/W2028262299","https://openalex.org/W2029492648","https://openalex.org/W2031417941","https://openalex.org/W2032555921","https://openalex.org/W2037917604","https://openalex.org/W2038422906","https://openalex.org/W2043270758","https://openalex.org/W2043385027","https://openalex.org/W2044858688","https://openalex.org/W2048993427","https://openalex.org/W2049495992","https://openalex.org/W2051247433","https://openalex.org/W2059313467","https://openalex.org/W2091696690","https://openalex.org/W2106334424","https://openalex.org/W2106351801","https://openalex.org/W2112680405","https://openalex.org/W2116661285","https://openalex.org/W2121365620","https://openalex.org/W2127368091","https://openalex.org/W2131562456","https://openalex.org/W2134858346","https://openalex.org/W2159600379","https://openalex.org/W2159634121","https://openalex.org/W2261054240","https://openalex.org/W2479782400","https://openalex.org/W2492608810","https://openalex.org/W2802620382","https://openalex.org/W2898962825","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W4238889147","https://openalex.org/W6812408219"],"related_works":["https://openalex.org/W303980170","https://openalex.org/W2351491280","https://openalex.org/W2386767533","https://openalex.org/W2371447506","https://openalex.org/W2387271259","https://openalex.org/W2386372880","https://openalex.org/W2377465662","https://openalex.org/W2376811514","https://openalex.org/W3178767368","https://openalex.org/W2115794623"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}