{"id":"https://openalex.org/W2588398343","doi":"https://doi.org/10.1109/nafips.2016.7851616","title":"Comparison of strategies for solving global optimization problems using speculation and interval computations","display_name":"Comparison of strategies for solving global optimization problems using speculation and interval computations","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2588398343","doi":"https://doi.org/10.1109/nafips.2016.7851616","mag":"2588398343"},"language":"en","primary_location":{"id":"doi:10.1109/nafips.2016.7851616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nafips.2016.7851616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS)","raw_type":"proceedings-article"},"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/A5053824740","display_name":"Angel F. Garcia Contreras","orcid":null},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angel F. Garcia Contreras","raw_affiliation_strings":["Department of Computer Science, The University of Texas at El Paso, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at El Paso, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047541010","display_name":"Martine Ceberio","orcid":"https://orcid.org/0000-0001-5680-1155"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martine Ceberio","raw_affiliation_strings":["Department of Computer Science, The University of Texas at El Paso, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at El Paso, USA","institution_ids":["https://openalex.org/I164936912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I164936912"],"apc_list":null,"apc_paid":null,"fwci":0.6204,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64537941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11697","display_name":"Numerical Methods and Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11697","display_name":"Numerical Methods and Algorithms","score":0.9998999834060669,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9925000071525574,"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/T11435","display_name":"Polynomial and algebraic computation","score":0.9810000061988831,"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/generality","display_name":"Generality","score":0.7245880961418152},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6367844343185425},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6115240454673767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5975289940834045},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5333995819091797},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5283204913139343},{"id":"https://openalex.org/keywords/continuous-optimization","display_name":"Continuous optimization","score":0.506796658039093},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.49740341305732727},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4896009564399719},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4792889952659607},{"id":"https://openalex.org/keywords/speculation","display_name":"Speculation","score":0.4434853196144104},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4410219192504883},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.44032707810401917},{"id":"https://openalex.org/keywords/interval-arithmetic","display_name":"Interval arithmetic","score":0.4219813942909241},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.41024625301361084},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35566145181655884},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3362361192703247},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.13587036728858948},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13043874502182007}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7245880961418152},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6367844343185425},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6115240454673767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5975289940834045},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5333995819091797},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5283204913139343},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.506796658039093},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.49740341305732727},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4896009564399719},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4792889952659607},{"id":"https://openalex.org/C47941915","wikidata":"https://www.wikidata.org/wiki/Q107885","display_name":"Speculation","level":2,"score":0.4434853196144104},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4410219192504883},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.44032707810401917},{"id":"https://openalex.org/C191252586","wikidata":"https://www.wikidata.org/wiki/Q1671453","display_name":"Interval arithmetic","level":3,"score":0.4219813942909241},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.41024625301361084},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35566145181655884},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3362361192703247},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.13587036728858948},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13043874502182007},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nafips.2016.7851616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nafips.2016.7851616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W53809769","https://openalex.org/W130569084","https://openalex.org/W800169090","https://openalex.org/W977832106","https://openalex.org/W1507872748","https://openalex.org/W1560576390","https://openalex.org/W1588693185","https://openalex.org/W1596917785","https://openalex.org/W1970429311","https://openalex.org/W2000359198","https://openalex.org/W2004407575","https://openalex.org/W2132710986","https://openalex.org/W3005347330","https://openalex.org/W4285719527","https://openalex.org/W6622870084","https://openalex.org/W6625480468","https://openalex.org/W6635220200","https://openalex.org/W6635644025","https://openalex.org/W6773842061"],"related_works":["https://openalex.org/W1988325824","https://openalex.org/W2088150073","https://openalex.org/W2065543187","https://openalex.org/W2031345939","https://openalex.org/W2395641743","https://openalex.org/W2302047639","https://openalex.org/W2220980821","https://openalex.org/W2373554757","https://openalex.org/W2609434012","https://openalex.org/W1552026666"],"abstract_inverted_index":{"Many":[0],"real-life":[1],"situations":[2,42,56],"require":[3,43],"that":[4,44,99],"a":[5,24,32,37,50,85,116,149,194,198,219,263],"match":[6],"between":[7,26],"quantities,":[8],"behaviors,":[9],"etc.":[10],"be":[11,53,58,237],"found.":[12,54],"That":[13],"is":[14,209,234],"the":[15,45,78,88,95,113,120,129,132,238,260,268,271,275],"case,":[16],"for":[17,77,112,191],"instance,":[18],"when":[19],"scientists":[20],"try":[21],"to":[22,165,181,196,216,236,248],"find":[23],"fit":[25],"two":[27],"sets":[28],"of":[29,34,49,67,84,97,131,151,171,207,222,262,265,270],"data,":[30],"or":[31,81,92,118,147],"set":[33],"observations":[35],"and":[36,71,105,126,163,258],"given":[38,102],"model.":[39],"Often":[40],"such":[41,167,183],"minimum":[46,79,114,239],"(or":[47],"maximum)":[48],"computed":[51],"difference":[52],"These":[55],"can":[57],"modeled":[59],"as":[60,225],"optimization":[61,68,162],"problems.":[62,168,184],"There":[63,177],"exist":[64,178],"multiple":[65],"flavors":[66],"problems:":[69],"constrained":[70],"unconstrained":[72,160],"(whether":[73,107,128],"we":[74,108,156,173,214,240,246],"are":[75,109,186,241],"looking":[76,110,242],"-":[80,83],"maximum":[82],"function":[86],"over":[87],"entire":[89],"search":[90,122,201],"space":[91],"only":[93],"within":[94,115],"subspace":[96],"elements":[98],"satisfy":[100],"some":[101],"constraints);":[103],"local":[104],"global":[106,161],"solutions":[111],"neighborhood":[117],"among":[119],"whole":[121],"space);":[123],"continuous,":[124],"discrete,":[125],"mixed":[127],"parameters":[130],"problem":[133],"at":[134,218],"hand":[135],"take":[136],"their":[137],"values":[138],"all":[139,143],"in":[140,144,148,202,229],"discrete":[141],"domains,":[142,146],"continuous":[145,159,203],"mix":[150],"these).":[152],"In":[153,211],"this":[154,212],"article,":[155,213],"focus":[157],"on":[158,188,231],"algorithms":[164,180],"solve":[166],"Without":[169],"loss":[170],"generality,":[172],"will":[174],"discuss":[175,259],"minimization.":[176],"many":[179],"address":[182],"Most":[185],"based":[187],"interval":[189],"computations":[190],"they":[192],"provide":[193],"way":[195],"conduct":[197],"fully":[199],"covering":[200],"domains":[204],"where":[205],"enumeration":[206],"alternatives":[208],"impossible.":[210],"propose":[215,247],"look":[217],"specific":[220],"type":[221],"algorithm:":[223],"known":[224],"speculation,":[226],"which":[227,232],"consists":[228],"betting":[230],"value":[233],"going":[235],"for.":[243],"More":[244],"specifically,":[245],"improve":[249],"our":[250],"speculative":[251,272],"approach":[252],"using":[253],"different":[254],"strategies.":[255,277],"We":[256],"present":[257],"results":[261],"series":[264],"experiments":[266],"comparing":[267],"performance":[269],"algorithm":[273],"with":[274],"proposed":[276]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
