{"id":"https://openalex.org/W7170510971","doi":"https://doi.org/10.1007/s10586-026-06283-7","title":"Accelerating the convergence of the special relativity search algorithm: a novel hybrid approach for global optimization","display_name":"Accelerating the convergence of the special relativity search algorithm: a novel hybrid approach for global optimization","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7170510971","doi":"https://doi.org/10.1007/s10586-026-06283-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-026-06283-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-026-06283-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-026-06283-7.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10586-026-06283-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065262993","display_name":"Vahid Goodarzimehr","orcid":"https://orcid.org/0000-0001-6268-1890"},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Goodarzimehr","raw_affiliation_strings":["Faculty of Civil Engineering and Architecture, Shahid Chamran University of Ahvaz, Ahvaz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering and Architecture, Shahid Chamran University of Ahvaz, Ahvaz, Iran","institution_ids":["https://openalex.org/I196051555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066062935","display_name":"Afshar Seifiasl","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Afshar Seifiasl","raw_affiliation_strings":["Department of Civil Engineering, University of Sherbrooke, Sherbrooke, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Sherbrooke, Sherbrooke, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042196931","display_name":"Nima Khodadadi","orcid":"https://orcid.org/0000-0002-8348-6530"},"institutions":[{"id":"https://openalex.org/I2800279901","display_name":"Earthquake Engineering Research Institute","ror":"https://ror.org/03v188q73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2800279901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nima Khodadadi","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Pacific Earthquake Engineering Research (PEER) Center, University of California, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Pacific Earthquake Engineering Research (PEER) Center, University of California, Berkeley, USA","institution_ids":["https://openalex.org/I2800279901"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042196931"],"corresponding_institution_ids":["https://openalex.org/I2800279901"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92484627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"9","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":0.5146999955177307,"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":0.5146999955177307,"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":0.13079999387264252,"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/T11115","display_name":"Topology Optimization in Engineering","score":0.10189999639987946,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5444999933242798},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.4726000130176544},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4602999985218048},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.45170000195503235},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.43050000071525574},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.40470001101493835},{"id":"https://openalex.org/keywords/theory-of-relativity","display_name":"Theory of relativity","score":0.38100001215934753},{"id":"https://openalex.org/keywords/continuous-optimization","display_name":"Continuous optimization","score":0.32679998874664307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184000015258789},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6014999747276306},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5444999933242798},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.4726000130176544},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4602999985218048},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.45170000195503235},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.43050000071525574},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.40470001101493835},{"id":"https://openalex.org/C149324446","wikidata":"https://www.wikidata.org/wiki/Q43514","display_name":"Theory of relativity","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34299999475479126},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.32679998874664307},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.32409998774528503},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C82691427","wikidata":"https://www.wikidata.org/wiki/Q4291856","display_name":"Pattern search","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-026-06283-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-026-06283-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-026-06283-7.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10586-026-06283-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-026-06283-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-026-06283-7.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7170510971.pdf","grobid_xml":"https://content.openalex.org/works/W7170510971.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1595159159","https://openalex.org/W1659842140","https://openalex.org/W1680245573","https://openalex.org/W2004617458","https://openalex.org/W2039057843","https://openalex.org/W2044907449","https://openalex.org/W2072955302","https://openalex.org/W2080503988","https://openalex.org/W2118044993","https://openalex.org/W2121984223","https://openalex.org/W2127955472","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2936573766","https://openalex.org/W2982452764","https://openalex.org/W3004537359","https://openalex.org/W3043953595","https://openalex.org/W3092766465","https://openalex.org/W3165352174","https://openalex.org/W4210647552","https://openalex.org/W4213308398","https://openalex.org/W4246565613","https://openalex.org/W4283069163","https://openalex.org/W4286515866","https://openalex.org/W4286565494","https://openalex.org/W4292083457","https://openalex.org/W4297372085","https://openalex.org/W4304811029","https://openalex.org/W4308157882","https://openalex.org/W4308930529","https://openalex.org/W4316113584","https://openalex.org/W4323976970","https://openalex.org/W4385834605","https://openalex.org/W4389714148","https://openalex.org/W4390582785","https://openalex.org/W4392387409","https://openalex.org/W4404370937","https://openalex.org/W4413814587","https://openalex.org/W7155156112"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Global":[1],"optimization":[2,42,82,200],"solutions":[3,152],"depend":[4],"on":[5,196],"maintaining":[6],"an":[7],"equilibrium":[8],"between":[9],"exploration":[10],"and":[11,26,58,70,87,109,149,188,205,236],"exploitation":[12],"to":[13,106,159],"efficiently":[14],"discover":[15],"optimal":[16],"results":[17,219],"within":[18,133],"the":[19,81,91,128,140,150,160,164,177,223],"search":[20,56,77,141,174],"space.":[21],"Various":[22],"fields,":[23],"including":[24,51],"engineering":[25,182],"mechanical":[27],"system":[28],"design,":[29],"face":[30],"these":[31,89],"problems":[32,43,201],"because":[33],"constraints":[34],"dictate":[35],"feasible":[36],"regions.":[37],"The":[38,113,167,191,218],"complexity":[39],"inherent":[40],"in":[41,231],"arises":[44],"from":[45,120],"a":[46,134,146],"combination":[47],"of":[48,123,130,163,169,233],"interacting":[49],"factors,":[50],"multiple":[52],"local":[53],"optima,":[54],"irregular":[55],"landscapes,":[57],"symmetrical":[59],"patterns":[60],"that":[61,222],"influence":[62],"scaling":[63],"sensitivity.":[64],"In":[65],"addition,":[66],"interdependent":[67],"design":[68,187,207],"variables":[69],"intricate":[71],"basin":[72],"structures":[73],"often":[74],"create":[75],"misleading":[76],"cues,":[78],"further":[79],"complicating":[80],"process.":[83],"To":[84],"enhance":[85],"performance":[86],"mitigate":[88],"challenges,":[90],"Special":[92],"Relativity":[93],"Search":[94],"(SRS)":[95],"algorithm":[96,115,226],"is":[97,143],"integrated":[98],"with":[99],"Differential":[100],"Evolution":[101],"(DE).":[102],"This":[103],"hybridization":[104],"leads":[105],"faster":[107],"convergence":[108,237],"improved":[110],"solution":[111],"quality.":[112],"SRS":[114],"draws":[116],"its":[117],"conceptual":[118],"foundation":[119],"Einstein\u2019s":[121],"theory":[122],"special":[124],"relativity":[125],"by":[126],"emulating":[127],"motion":[129],"charged":[131,155],"particles":[132,156],"magnetic":[135,147,161],"field.":[136],"Within":[137],"this":[138],"framework,":[139],"space":[142],"modeled":[144],"as":[145,154,185],"field,":[148],"candidate":[151],"behave":[153],"subjected":[157],"solely":[158],"component":[162],"Lorentz":[165],"force.":[166],"incorporation":[168],"dynamic":[170],"guidance":[171],"significantly":[172],"enhances":[173],"efficiency,":[175],"rendering":[176],"method":[178],"suitable":[179],"for":[180],"complex":[181,199],"applications":[183],"such":[184],"structural":[186],"control":[189],"optimization.":[190],"proposed":[192,224],"approach":[193],"was":[194],"evaluated":[195],"two":[197],"structurally":[198],"involving":[202],"both":[203],"continuous":[204],"discrete":[206],"variables.":[208],"Performance":[209],"comparisons":[210],"among":[211],"algorithms":[212],"were":[213],"conducted":[214],"through":[215],"statistical":[216],"analyses.":[217],"clearly":[220],"demonstrate":[221],"hybrid":[225],"consistently":[227],"outperforms":[228],"existing":[229],"methods":[230],"terms":[232],"accuracy,":[234],"stability,":[235],"behavior.":[238]},"counts_by_year":[],"updated_date":"2026-07-26T05:49:09.470579","created_date":"2026-07-25T00:00:00"}
