{"id":"https://openalex.org/W1483121597","doi":"https://doi.org/10.1007/bfb0029786","title":"Optimizing complex problems by nature's algorithms: Simulated annealing and evolution strategy\u2014a comparative study","display_name":"Optimizing complex problems by nature's algorithms: Simulated annealing and evolution strategy\u2014a comparative study","publication_year":1991,"publication_date":"1991-01-01","ids":{"openalex":"https://openalex.org/W1483121597","doi":"https://doi.org/10.1007/bfb0029786","mag":"1483121597"},"language":"en","primary_location":{"id":"doi:10.1007/bfb0029786","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bfb0029786","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5027869361","display_name":"Claas de Groot","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Claas de Groot","raw_affiliation_strings":["Institut f\u00fcr Theoretische Physik, ETH-H\u00f6nggerberg, Z\u00fcrich","Interdisziplin\u00e4res Projektzentrum f\u00fcr Supercomputing ETH-Zentrum, Z\u00fcrich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Theoretische Physik, ETH-H\u00f6nggerberg, Z\u00fcrich","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Interdisziplin\u00e4res Projektzentrum f\u00fcr Supercomputing ETH-Zentrum, Z\u00fcrich","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043191612","display_name":"D. W\u00fcrtz","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Diethelm W\u00fcrtz","raw_affiliation_strings":["Institut f\u00fcr Theoretische Physik, ETH-H\u00f6nggerberg, Z\u00fcrich","Interdisziplin\u00e4res Projektzentrum f\u00fcr Supercomputing ETH-Zentrum, Z\u00fcrich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Theoretische Physik, ETH-H\u00f6nggerberg, Z\u00fcrich","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Interdisziplin\u00e4res Projektzentrum f\u00fcr Supercomputing ETH-Zentrum, Z\u00fcrich","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108351585","display_name":"K. H. Hoffmann","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karl Heinz Hoffmann","raw_affiliation_strings":["Institut f\u00fcr Theoretische Physik, Universit\u00e4t Heidelberg, Heidelberg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Theoretische Physik, Universit\u00e4t Heidelberg, Heidelberg","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.0608416,"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":"445","last_page":"454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9855999946594238,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9459999799728394,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.7660452127456665},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.7648888826370239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6894701719284058},{"id":"https://openalex.org/keywords/extremal-optimization","display_name":"Extremal optimization","score":0.551323652267456},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5337468385696411},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5104362368583679},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.5089890956878662},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4622483253479004},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4216250777244568},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.41007161140441895},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.39358803629875183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2285364270210266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19046255946159363},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.15042105317115784}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.7660452127456665},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7648888826370239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894701719284058},{"id":"https://openalex.org/C188919014","wikidata":"https://www.wikidata.org/wiki/Q5422296","display_name":"Extremal optimization","level":4,"score":0.551323652267456},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5337468385696411},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5104362368583679},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.5089890956878662},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4622483253479004},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4216250777244568},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.41007161140441895},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.39358803629875183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2285364270210266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19046255946159363},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.15042105317115784},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/bfb0029786","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bfb0029786","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W599788343","https://openalex.org/W1497256448","https://openalex.org/W1614420930","https://openalex.org/W1964286413","https://openalex.org/W1965996864","https://openalex.org/W1976399665","https://openalex.org/W1982076795","https://openalex.org/W1997722213","https://openalex.org/W2024060531","https://openalex.org/W2056760934","https://openalex.org/W2151676833","https://openalex.org/W2152150600","https://openalex.org/W2154061444","https://openalex.org/W2158124810","https://openalex.org/W2171776966","https://openalex.org/W3023540311","https://openalex.org/W3139666781","https://openalex.org/W4302422232"],"related_works":["https://openalex.org/W2392101695","https://openalex.org/W2361943787","https://openalex.org/W4312532478","https://openalex.org/W2411789204","https://openalex.org/W2271841533","https://openalex.org/W2146364482","https://openalex.org/W1604040598","https://openalex.org/W4385871958","https://openalex.org/W1566884787","https://openalex.org/W2293696308"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
