{"id":"https://openalex.org/W2163528881","doi":"https://doi.org/10.1016/b978-0-08-050684-5.50023-9","title":"Evolution in Time and Space \u2013 The Parallel Genetic Algorithm","display_name":"Evolution in Time and Space \u2013 The Parallel Genetic Algorithm","publication_year":1991,"publication_date":"1991-01-01","ids":{"openalex":"https://openalex.org/W2163528881","doi":"https://doi.org/10.1016/b978-0-08-050684-5.50023-9","mag":"2163528881"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-08-050684-5.50023-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-08-050684-5.50023-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210206197","display_name":"Foundations of genetic algorithms","issn_l":"1081-6593","issn":["1081-6593"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Foundations of Genetic Algorithms","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/A5087034463","display_name":"Heinz M\u00fchlenbein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166048","display_name":"Gesellschaft Fur Mathematik Und Datenverarbeitung","ror":"https://ror.org/02g6d4t03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210166048"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Heinz M\u00fchlenbein","raw_affiliation_strings":["GMD Schloss Birlinghoven, D-5205 Sankt Augustin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GMD Schloss Birlinghoven, D-5205 Sankt Augustin","institution_ids":["https://openalex.org/I4210166048"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087034463"],"corresponding_institution_ids":["https://openalex.org/I4210166048"],"apc_list":null,"apc_paid":null,"fwci":14.2848,"has_fulltext":false,"cited_by_count":328,"citation_normalized_percentile":{"value":0.9963677,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"337"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994000196456909,"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":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.7497657537460327},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.7413982152938843},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.7056905627250671},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6777933835983276},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5850083231925964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5658601522445679},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5557132959365845},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5467225313186646},{"id":"https://openalex.org/keywords/jump","display_name":"Jump","score":0.5117794871330261},{"id":"https://openalex.org/keywords/nondeterministic-algorithm","display_name":"Nondeterministic algorithm","score":0.497043639421463},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.4917011857032776},{"id":"https://openalex.org/keywords/mimd","display_name":"MIMD","score":0.4865056872367859},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46426060795783997},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.45097842812538147},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.41906556487083435},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41860824823379517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30138716101646423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2609531283378601},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1059950590133667}],"concepts":[{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.7497657537460327},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.7413982152938843},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.7056905627250671},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6777933835983276},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5850083231925964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5658601522445679},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5557132959365845},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5467225313186646},{"id":"https://openalex.org/C2780695682","wikidata":"https://www.wikidata.org/wiki/Q4005959","display_name":"Jump","level":2,"score":0.5117794871330261},{"id":"https://openalex.org/C176181172","wikidata":"https://www.wikidata.org/wiki/Q3490301","display_name":"Nondeterministic algorithm","level":2,"score":0.497043639421463},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.4917011857032776},{"id":"https://openalex.org/C21032095","wikidata":"https://www.wikidata.org/wiki/Q1149237","display_name":"MIMD","level":2,"score":0.4865056872367859},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46426060795783997},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.45097842812538147},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.41906556487083435},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41860824823379517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30138716101646423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2609531283378601},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1059950590133667},{"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/b978-0-08-050684-5.50023-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-08-050684-5.50023-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210206197","display_name":"Foundations of genetic algorithms","issn_l":"1081-6593","issn":["1081-6593"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Foundations of Genetic Algorithms","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.54.6763","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.54.6763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://unlser1.unl.csi.cuny.edu/~archives/postscripts/ai/genetic/gmd_as_ga-91_01.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.81.1058","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.81.1058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.muehlenbein.org/parallel.PDF","raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:N-40248","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-40248.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer GMD","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W22347794","https://openalex.org/W1485961250","https://openalex.org/W1496027058","https://openalex.org/W1497256448","https://openalex.org/W1507599800","https://openalex.org/W1540072641","https://openalex.org/W1553069021","https://openalex.org/W1604975506","https://openalex.org/W1605945379","https://openalex.org/W1606791384","https://openalex.org/W2001801940","https://openalex.org/W2014875556","https://openalex.org/W2029036160","https://openalex.org/W2031103608","https://openalex.org/W2040948450","https://openalex.org/W2042986967","https://openalex.org/W2048400953","https://openalex.org/W2051682049","https://openalex.org/W2089500395","https://openalex.org/W2136087206","https://openalex.org/W2148673189","https://openalex.org/W2164855953","https://openalex.org/W2172960308","https://openalex.org/W2235047952","https://openalex.org/W2319152956","https://openalex.org/W2504494713","https://openalex.org/W3023540311","https://openalex.org/W6600911527","https://openalex.org/W6636219764"],"related_works":["https://openalex.org/W2050701500","https://openalex.org/W348050105","https://openalex.org/W228891588","https://openalex.org/W4285245188","https://openalex.org/W2389750224","https://openalex.org/W2185228534","https://openalex.org/W2107631366","https://openalex.org/W2093083775","https://openalex.org/W3046481193","https://openalex.org/W2168643276"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":13}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
