{"id":"https://openalex.org/W1486985220","doi":"https://doi.org/10.1109/cdc.2003.1271836","title":"Probability model for an adaptive random search algorithm","display_name":"Probability model for an adaptive random search algorithm","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W1486985220","doi":"https://doi.org/10.1109/cdc.2003.1271836","mag":"1486985220"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2003.1271836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2003.1271836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475)","raw_type":"proceedings-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/A5014280273","display_name":"Roshan Kumar","orcid":"https://orcid.org/0000-0002-5372-8682"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Kumar","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114255781","display_name":"David C. Hyland","orcid":"https://orcid.org/0000-0001-9726-3509"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.C. Hyland","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040839189","display_name":"Pierre T. Kabamba","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P.T. Kabamba","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.495,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62654882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"4357","last_page":"4362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9916999936103821,"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":0.9821000099182129,"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/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7630665898323059},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7199123501777649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6169242858886719},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5393142700195312},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5296404361724854},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5235811471939087},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.496797114610672},{"id":"https://openalex.org/keywords/random-search","display_name":"Random search","score":0.4623284339904785},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4140191376209259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2532561421394348},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19243958592414856}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7630665898323059},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7199123501777649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6169242858886719},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5393142700195312},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5296404361724854},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5235811471939087},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.496797114610672},{"id":"https://openalex.org/C126661757","wikidata":"https://www.wikidata.org/wiki/Q4925641","display_name":"Random search","level":2,"score":0.4623284339904785},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4140191376209259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2532561421394348},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19243958592414856},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc.2003.1271836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2003.1271836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W121975791","https://openalex.org/W1518078339","https://openalex.org/W1563736811","https://openalex.org/W1988062549","https://openalex.org/W2029673686","https://openalex.org/W2036712901","https://openalex.org/W6605009363"],"related_works":["https://openalex.org/W2995179471","https://openalex.org/W2056379908","https://openalex.org/W2621377871","https://openalex.org/W2803388586","https://openalex.org/W2803838371","https://openalex.org/W2378621879","https://openalex.org/W2003567321","https://openalex.org/W2507157367","https://openalex.org/W2080769275","https://openalex.org/W2388924600"],"abstract_inverted_index":{"One":[0],"class":[1],"of":[2,11,26,48],"multi-modal":[3],"optimization":[4],"approaches":[5],"that":[6],"could":[7],"overcome":[8],"the":[9,24,50,61,70,83],"curse":[10],"dimensionality":[12],"is":[13,20,64],"random":[14],"search":[15,62],"optimization.":[16],"However,":[17],"very":[18],"little":[19],"known":[21],"about":[22],"how":[23],"parameters":[25,72],"such":[27],"algorithms":[28],"should":[29],"be":[30],"adjusted":[31],"in":[32],"order":[33],"to":[34,56,81],"achieve":[35],"a":[36,65],"desired":[37],"convergence":[38,74],"speed.":[39],"In":[40],"this":[41],"paper":[42],"we":[43],"extend":[44],"our":[45],"previous":[46],"work":[47],"developing":[49],"probability":[51],"model":[52],"for":[53,85],"one-parameter":[54],"systems":[55],"two":[57],"parameter":[58],"problems":[59],"when":[60],"domain":[63],"circle.":[66],"The":[67],"analysis":[68],"reveals":[69],"key":[71],"affecting":[73],"time":[75],"and":[76],"provides":[77],"insight":[78],"on":[79],"ways":[80],"tune":[82],"algorithm":[84],"more":[86],"rapid":[87],"convergence.":[88]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
