{"id":"https://openalex.org/W2005239252","doi":"https://doi.org/10.4018/jamc.2010040104","title":"A Rigorous Analysis of the Harmony Search Algorithm","display_name":"A Rigorous Analysis of the Harmony Search Algorithm","publication_year":2010,"publication_date":"2010-04-01","ids":{"openalex":"https://openalex.org/W2005239252","doi":"https://doi.org/10.4018/jamc.2010040104","mag":"2005239252"},"language":"en","primary_location":{"id":"doi:10.4018/jamc.2010040104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jamc.2010040104","pdf_url":null,"source":{"id":"https://openalex.org/S7509020","display_name":"International Journal of Applied Metaheuristic Computing","issn_l":"1947-8283","issn":["1947-8283","1947-8291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Metaheuristic Computing","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/A5002155344","display_name":"Dennis Weyland","orcid":null},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Dennis Weyland","raw_affiliation_strings":["Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale (IDSIA), Switzerland"],"affiliations":[{"raw_affiliation_string":"Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale (IDSIA), Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002155344"],"corresponding_institution_ids":["https://openalex.org/I2614128279"],"apc_list":null,"apc_paid":null,"fwci":5.8636,"has_fulltext":false,"cited_by_count":147,"citation_normalized_percentile":{"value":0.95887381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"1","issue":"2","first_page":"50","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9764999747276306,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9711999893188477,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.9637291431427002},{"id":"https://openalex.org/keywords/harmony","display_name":"Harmony (color)","score":0.8587742447853088},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7353112101554871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.603790819644928},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4629436731338501},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3674454092979431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35784757137298584},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08744296431541443}],"concepts":[{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.9637291431427002},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.8587742447853088},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7353112101554871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.603790819644928},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4629436731338501},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3674454092979431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35784757137298584},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08744296431541443},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jamc.2010040104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jamc.2010040104","pdf_url":null,"source":{"id":"https://openalex.org/S7509020","display_name":"International Journal of Applied Metaheuristic Computing","issn_l":"1947-8283","issn":["1947-8283","1947-8291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Metaheuristic Computing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jamc00:v:1:y:2010:i:2:p:50-60","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jamc.2010040104","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W98056105","https://openalex.org/W123765585","https://openalex.org/W127103380","https://openalex.org/W1499958662","https://openalex.org/W1509028783","https://openalex.org/W1514875444","https://openalex.org/W1515023053","https://openalex.org/W1561239738","https://openalex.org/W1576660662","https://openalex.org/W1578671507","https://openalex.org/W1590946005","https://openalex.org/W1694575220","https://openalex.org/W1773853875","https://openalex.org/W1794402733","https://openalex.org/W1835444798","https://openalex.org/W1961242928","https://openalex.org/W1973020130","https://openalex.org/W1973555220","https://openalex.org/W1980434253","https://openalex.org/W1981370827","https://openalex.org/W1985334587","https://openalex.org/W1986347382","https://openalex.org/W1987746070","https://openalex.org/W1993885071","https://openalex.org/W2014448446","https://openalex.org/W2017061809","https://openalex.org/W2020009149","https://openalex.org/W2023896698","https://openalex.org/W2045945069","https://openalex.org/W2058269445","https://openalex.org/W2058984664","https://openalex.org/W2098710879","https://openalex.org/W2099239187","https://openalex.org/W2101234165","https://openalex.org/W2109364787","https://openalex.org/W2114355232","https://openalex.org/W2124336739","https://openalex.org/W2130343325","https://openalex.org/W2142183404","https://openalex.org/W2154484353","https://openalex.org/W2163044222","https://openalex.org/W2167378942","https://openalex.org/W2172081677","https://openalex.org/W2235047952","https://openalex.org/W2280254340","https://openalex.org/W2286616128","https://openalex.org/W2334042983","https://openalex.org/W2496050832","https://openalex.org/W4230791831","https://openalex.org/W4236258297","https://openalex.org/W4298400715","https://openalex.org/W6637798416"],"related_works":["https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W3143937874","https://openalex.org/W4312926500","https://openalex.org/W2067280619","https://openalex.org/W4251343851","https://openalex.org/W4352977312"],"abstract_inverted_index":{"In":[0,36],"recent":[1],"years":[2],"a":[3,42,56,78,107,114,119],"lot":[4],"of":[5,44,47,59,81,122,148],"novel":[6],"(mostly":[7],"naturally":[8],"inspired)":[9],"search":[10,70],"heuristics":[11],"have":[12,33,151],"been":[13,34,152],"proposed.":[14],"Among":[15],"those":[16],"approaches":[17,32],"is":[18,77,98,104],"Harmony":[19,48,65,75,97],"Search.":[20],"After":[21],"its":[22,123],"introduction":[23],"in":[24,84,96,145],"2000,":[25],"positive":[26],"results":[27],"and":[28,54,135],"improvements":[29],"over":[30],"existing":[31],"reported.":[35],"this":[37,60,133],"paper,":[38],"the":[39,45,51,68,86,92,143,149],"authors":[40,87,128],"give":[41,88],"review":[43],"developments":[46],"Search":[49,66,76],"during":[50],"past":[52],"decade":[53],"perform":[55],"rigorous":[57],"analysis":[58],"approach.":[61],"This":[62],"paper":[63],"compares":[64],"to":[67,132],"well-known":[69],"heuristic":[71],"called":[72],"Evolution":[73,82],"Strategies.":[74],"special":[79],"case":[80],"Strategies":[83],"which":[85,146],"compelling":[89],"evidence":[90],"for":[91,137],"thesis":[93],"that":[94],"research":[95],"fundamentally":[99],"misguided.":[100],"The":[101,127],"overarching":[102],"question":[103],"how":[105],"such":[106],"method":[108,150],"could":[109],"be":[110],"inaccurately":[111],"portrayed":[112],"as":[113],"significant":[115],"innovation":[116],"without":[117],"confronting":[118],"respectable":[120],"challenge":[121],"content":[124],"or":[125],"credentials.":[126],"examine":[129],"possible":[130],"answers":[131],"question,":[134],"implications":[136],"evaluating":[138],"other":[139],"procedures":[140],"by":[141],"disclosing":[142],"way":[144],"limitations":[147],"systematically":[153],"overlooked.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
