{"id":"https://openalex.org/W1967615179","doi":"https://doi.org/10.1007/s00180-011-0237-5","title":"Search heuristics and the influence of non-perfect randomness: examining Genetic Algorithms and Simulated Annealing","display_name":"Search heuristics and the influence of non-perfect randomness: examining Genetic Algorithms and Simulated Annealing","publication_year":2011,"publication_date":"2011-02-15","ids":{"openalex":"https://openalex.org/W1967615179","doi":"https://doi.org/10.1007/s00180-011-0237-5","mag":"1967615179"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-011-0237-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-011-0237-5","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-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/A5003152928","display_name":"Markus Maucher","orcid":null},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"M. Maucher","raw_affiliation_strings":["University of Ulm, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"University of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055009733","display_name":"Uwe Sch\u00f6ning","orcid":null},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"U. Sch\u00f6ning","raw_affiliation_strings":["University of Ulm, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"University of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023316486","display_name":"Hans A. Kestler","orcid":"https://orcid.org/0000-0002-4759-5254"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. A. Kestler","raw_affiliation_strings":["University of Ulm, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"University of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003152928"],"corresponding_institution_ids":["https://openalex.org/I196349391"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":1.0468,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.78776136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"26","issue":"2","first_page":"303","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12029","display_name":"DNA and Biological Computing","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9940999746322632,"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/randomness","display_name":"Randomness","score":0.8029198050498962},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7506887912750244},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.7136656641960144},{"id":"https://openalex.org/keywords/pseudorandom-number-generator","display_name":"Pseudorandom number generator","score":0.6510063409805298},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6503455638885498},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5667429566383362},{"id":"https://openalex.org/keywords/random-number-generation","display_name":"Random number generation","score":0.5641739964485168},{"id":"https://openalex.org/keywords/random-search","display_name":"Random search","score":0.558972179889679},{"id":"https://openalex.org/keywords/randomness-tests","display_name":"Randomness tests","score":0.4836050570011139},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45143184065818787},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4485359489917755},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4432090222835541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4385942816734314},{"id":"https://openalex.org/keywords/adaptive-simulated-annealing","display_name":"Adaptive simulated annealing","score":0.41190189123153687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1422792375087738},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10194501280784607}],"concepts":[{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.8029198050498962},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7506887912750244},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7136656641960144},{"id":"https://openalex.org/C140642157","wikidata":"https://www.wikidata.org/wiki/Q1623338","display_name":"Pseudorandom number generator","level":2,"score":0.6510063409805298},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6503455638885498},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5667429566383362},{"id":"https://openalex.org/C201866948","wikidata":"https://www.wikidata.org/wiki/Q228206","display_name":"Random number generation","level":2,"score":0.5641739964485168},{"id":"https://openalex.org/C126661757","wikidata":"https://www.wikidata.org/wiki/Q4925641","display_name":"Random search","level":2,"score":0.558972179889679},{"id":"https://openalex.org/C18017163","wikidata":"https://www.wikidata.org/wiki/Q13560113","display_name":"Randomness tests","level":3,"score":0.4836050570011139},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45143184065818787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4485359489917755},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4432090222835541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4385942816734314},{"id":"https://openalex.org/C46714192","wikidata":"https://www.wikidata.org/wiki/Q4680763","display_name":"Adaptive simulated annealing","level":3,"score":0.41190189123153687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1422792375087738},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10194501280784607}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-011-0237-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-011-0237-5","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:compst:v:26:y:2011:i:2:p:303-319","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s00180-011-0237-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320321691","display_name":"Universit\u00e4t Wien","ror":"https://ror.org/03prydq77"},{"id":"https://openalex.org/F4320325076","display_name":"Stifterverband","ror":"https://ror.org/01yzfjx97"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W161573364","https://openalex.org/W313234848","https://openalex.org/W571706939","https://openalex.org/W1497256448","https://openalex.org/W1508458705","https://openalex.org/W1514875444","https://openalex.org/W1534403215","https://openalex.org/W1559956479","https://openalex.org/W1561363170","https://openalex.org/W1717440967","https://openalex.org/W1981663184","https://openalex.org/W2010268743","https://openalex.org/W2020999234","https://openalex.org/W2024060531","https://openalex.org/W2043419861","https://openalex.org/W2047307840","https://openalex.org/W2056760934","https://openalex.org/W2095595785","https://openalex.org/W2097571405","https://openalex.org/W2128898602","https://openalex.org/W2504494713","https://openalex.org/W2615409614","https://openalex.org/W2974328486","https://openalex.org/W3101869595","https://openalex.org/W4256451422","https://openalex.org/W4300580367"],"related_works":["https://openalex.org/W2373401521","https://openalex.org/W4200404846","https://openalex.org/W3086851914","https://openalex.org/W2148280713","https://openalex.org/W2901440216","https://openalex.org/W2363945872","https://openalex.org/W2382393574","https://openalex.org/W2124786256","https://openalex.org/W2362504681","https://openalex.org/W1967615179"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
