{"id":"https://openalex.org/W2099792016","doi":null,"title":"A Memory-Based RASH Optimizer","display_name":"A Memory-Based RASH Optimizer","publication_year":2006,"publication_date":"2006-04-01","ids":{"openalex":"https://openalex.org/W2099792016","mag":"2099792016"},"language":"en","primary_location":{"id":"pmh:oai:eprints.biblio.unitn.it:994","doi":null,"is_oa":true,"landing_page_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","pdf_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","source":{"id":"https://openalex.org/S4306400311","display_name":"Unitn Eprints Research (Universit\u00e0 Degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Departmental Technical Report"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085078006","display_name":"Mauro Brunato","orcid":"https://orcid.org/0000-0002-7885-4255","observed_orcids":["https://orcid.org/0000-0002-7885-4255"]},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro Brunato","raw_affiliation_strings":["University of Trento"],"raw_orcid":"https://orcid.org/0000-0002-7885-4255","affiliations":[{"raw_affiliation_string":"University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061026406","display_name":"Roberto Battiti","orcid":"https://orcid.org/0000-0002-0259-8603","observed_orcids":["https://orcid.org/0000-0002-0259-8603"]},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Battiti","raw_affiliation_strings":["University of Trento"],"raw_orcid":"https://orcid.org/0000-0002-0259-8603","affiliations":[{"raw_affiliation_string":"University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063263280","display_name":"Srinivas Pasupuleti","orcid":"https://orcid.org/0000-0002-4033-4166","observed_orcids":["https://orcid.org/0000-0002-4033-4166"]},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Srinivas Pasupuleti","raw_affiliation_strings":["University of Trento"],"raw_orcid":"https://orcid.org/0000-0002-4033-4166","affiliations":[{"raw_affiliation_string":"University of Trento","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.3198,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.61986287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9746000170707703,"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":0.9746000170707703,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.018400000408291817,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/global-optimization","display_name":"global optimization","score":0.6859999895095825},{"id":"https://openalex.org/keywords/adaptive-search","display_name":"adaptive search","score":0.8679999709129333},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.7760000228881836}],"concepts":[{"id":"https://openalex.org/C2778570526","wikidata":"https://www.wikidata.org/wiki/Q653197","display_name":"Rash","level":2,"score":0.7062007188796997},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.5343267917633057},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5204858183860779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4951108992099762},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3627694547176361},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33813539147377014},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33552730083465576},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11252817511558533},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06757053732872009},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":11,"locations":[{"id":"pmh:oai:eprints.biblio.unitn.it:994","doi":null,"is_oa":true,"landing_page_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","pdf_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","source":{"id":"https://openalex.org/S4306400311","display_name":"Unitn Eprints Research (Universit\u00e0 Degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Departmental Technical Report"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.214.6230","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.214.6230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eprints.biblio.unitn.it/archive/00000994/01/DIT-06-023.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.499.9555","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.499.9555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aaai.org/Papers/Workshops/2006/WS-06-08/WS06-08-009.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.75.2211","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.75.2211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.science.unitn.it/~brunato/pubblicazioni/DIT-06-023.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.75.2829","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.75.2829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.science.unitn.it/~brunato/pubblicazioni/AAAI2006.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.76.1625","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.1625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://rtm.science.unitn.it/~battiti/archive/mrash-aaai.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.77.255","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.77.255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.science.unitn.it/~brunato/pubblicazioni/DIT-06-023.ps.gz","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.79.3054","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.79.3054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.science.unitn.it/~brunato/pubblicazioni/AAAI2006.ps.gz","raw_type":"text"},{"id":"pmh:oai:iris.unitn.it:11572/358020","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11572/358020","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:iris.unitn.it:11572/62654","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/62654","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:2099792016","doi":null,"is_oa":false,"landing_page_url":"http://alpha.science.unitn.it/~brunato/pubblicazioni/AAAI2006.pdf","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":{"id":"pmh:oai:eprints.biblio.unitn.it:994","doi":null,"is_oa":true,"landing_page_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","pdf_url":"http://eprints.biblio.unitn.it/994/1/DIT%2D06%2D023.pdf","source":{"id":"https://openalex.org/S4306400311","display_name":"Unitn Eprints Research (Universit\u00e0 Degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Departmental Technical Report"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2099792016.pdf","grobid_xml":"https://content.openalex.org/works/W2099792016.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1510052597","https://openalex.org/W1559312966","https://openalex.org/W1578502111","https://openalex.org/W1591939288","https://openalex.org/W1610022573","https://openalex.org/W1667009210","https://openalex.org/W1689445748","https://openalex.org/W1968808691","https://openalex.org/W1977287297","https://openalex.org/W2017977879","https://openalex.org/W2108415981","https://openalex.org/W2110194546","https://openalex.org/W2118948426","https://openalex.org/W2119659301","https://openalex.org/W2123859926","https://openalex.org/W2142751562","https://openalex.org/W2151554678","https://openalex.org/W2578462151","https://openalex.org/W2949071206"],"related_works":["https://openalex.org/W7096066074","https://openalex.org/W1496589404","https://openalex.org/W1578502111","https://openalex.org/W6922503312","https://openalex.org/W2803016716","https://openalex.org/W121401232","https://openalex.org/W6991494997","https://openalex.org/W3125933786","https://openalex.org/W4300110267","https://openalex.org/W7015319238"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,79,131,167],"memory-based":[4],"Reactive":[5,14],"Affine":[6,15],"Shaker":[7,16],"(M-RASH)":[8],"algorithm":[9,21],"for":[10,130,166],"global":[11],"optimization.":[12],"The":[13,135],"is":[17,29,105,119,147,158],"an":[18,30,101,127],"adaptive":[19],"search":[20,62,81,133],"based":[22],"only":[23,121],"on":[24],"the":[25,54,57,61,65,75,92,109,115,124,140,143,148,151],"function":[26,171],"values.":[27],"M-RASH":[28,157],"extension":[31],"of":[32,60,108,126,150,161,170],"RASH":[33,40,73],"in":[34,69],"which":[35],"good":[36,164],"starting":[37],"points":[38,85],"to":[39,63,96,114,122,163],"are":[41,86],"suggested":[42],"online":[43],"by":[44],"using":[45],"Bayesian":[46],"Locally":[47],"Weighted":[48],"Regression":[49],"(B-LWR).":[50],"Both":[51],"techniques":[52],"use":[53],"memory":[55],"about":[56],"previous":[58,76,94],"history":[59,95],"guide":[64],"future":[66],"exploration":[67],"but":[68],"very":[70],"different":[71],"ways.":[72],"compiles":[74],"experience":[77],"into":[78],"local":[80,132],"area":[82],"where":[83],"sample":[84,103],"drawn,":[87],"while":[88],"locally-weighted":[89],"regression":[90],"saves":[91],"entire":[93],"be":[97],"mined":[98],"extensively":[99],"when":[100,142],"additional":[102],"point":[104,129],"generated.":[106],"Because":[107],"high":[110],"computational":[111,145],"cost":[112,146],"related":[113],"B-LWR":[116],"model,":[117],"it":[118],"applied":[120],"evaluate":[123],"potential":[125],"initial":[128],"run.":[134],"experimental":[136],"results,":[137],"focussed":[138],"onto":[139],"case":[141],"dominant":[144],"evaluation":[149],"target":[152],"$f$":[153],"function,":[154],"show":[155],"that":[156],"indeed":[159],"capable":[160],"leading":[162],"results":[165],"smaller":[168],"number":[169],"evaluations.":[172]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
