{"id":"https://openalex.org/W2603370986","doi":null,"title":"Parallelizing the CMA-ES algorithm","display_name":"Parallelizing the CMA-ES algorithm","publication_year":2017,"publication_date":"2017-02-16","ids":{"openalex":"https://openalex.org/W2603370986","mag":"2603370986"},"language":"en","primary_location":{"id":"mag:2603370986","doi":null,"is_oa":false,"landing_page_url":"http://eprints.fri.uni-lj.si/3805/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5091883563","display_name":"Nejc Rihar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nejc Rihar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5091883563"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.5,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.5,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.4860999882221222,"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":0.0044999998062849045,"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/cma-es","display_name":"CMA-ES","score":0.9909999966621399},{"id":"https://openalex.org/keywords/parallelization","display_name":"parallelization","score":0.7049999833106995},{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.9070000052452087},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"parallel computing","score":0.7710000276565552},{"id":"https://openalex.org/keywords/execution-time-comparison","display_name":"execution time comparison","score":0.6320000290870667},{"id":"https://openalex.org/keywords/parallel-optimization","display_name":"parallel optimization","score":0.3779999911785126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8169975876808167},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6573397517204285},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.5566568374633789},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.551690936088562},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5363683700561523},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5045913457870483},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4963880181312561},{"id":"https://openalex.org/C2776900844","wikidata":"https://www.wikidata.org/wiki/Q8028383","display_name":"Witness","level":2,"score":0.4469718039035797},{"id":"https://openalex.org/C538114610","wikidata":"https://www.wikidata.org/wiki/Q24282658","display_name":"Analysis of parallel algorithms","level":3,"score":0.41862380504608154},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33546286821365356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19583594799041748},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11906599998474121}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2603370986","doi":null,"is_oa":false,"landing_page_url":"http://eprints.fri.uni-lj.si/3805/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7095587199","https://openalex.org/W2807129720","https://openalex.org/W1564747859","https://openalex.org/W2138537392","https://openalex.org/W7099297508","https://openalex.org/W231725279","https://openalex.org/W1980129777","https://openalex.org/W7099146670","https://openalex.org/W2043395275","https://openalex.org/W4402659240"],"abstract_inverted_index":{"Nowadays,":[0],"with":[1,73,148],"the":[2,30,41,53,57,67,71,78,109,116,120,126,136,146,155,159,165],"development":[3],"of":[4,18,22,43,52,69,81,101,111,119,128,139,158,164],"increasingly":[5],"better":[6],"computer":[7],"hardware":[8],"we":[9,39,60,90,97,122,153],"can":[10,104],"witness":[11],"an":[12,26],"ever-growing":[13],"need":[14],"for":[15],"faster":[16],"execution":[17,137,156],"algorithms.":[19],"The":[20],"basis":[21],"this":[23],"thesis":[24,121],"is":[25],"attempt":[27],"to":[28,107],"speed-up":[29],"evolutionary":[31,44],"algorithm":[32,54,72,142,147,166],"CMA-ES":[33],"using":[34],"various":[35,87],"parallel":[36,63,83,113,162],"approaches.":[37],"Firstly":[38],"present":[40,61,86,123],"foundations":[42],"algorithms":[45],"and":[46,65,85,124,161,167],"describe":[47,66,98],"in":[48,92,131],"detail":[49],"each":[50,62,82,112],"step":[51],"CMA-ES.":[55],"In":[56,95,115],"following":[58],"chapters":[59],"approach":[64,84],"procedure":[68],"parallelizing":[70],"their":[74,93],"use.":[75],"We":[76,134],"outline":[77],"main":[79],"particularities":[80],"problems":[88],"which":[89,103],"encountered":[91],"application.":[94],"addition,":[96],"a":[99],"variety":[100],"optimizations":[102],"be":[105],"used":[106],"improve":[108],"effectiveness":[110],"approach.":[114],"last":[117],"part":[118],"analyze":[125],"results":[127],"our":[129],"measurements":[130],"different":[132,149],"contexts.":[133],"compare":[135,154],"times":[138,157],"individual":[140],"parallelized":[141],"steps":[143],"while":[144],"running":[145],"input":[150],"parameters.":[151],"Afterwards":[152],"serial":[160],"implementations":[163],"highlight":[168],"some":[169],"general":[170],"findings.":[171]},"counts_by_year":[],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2017-04-07T00:00:00"}