{"id":"https://openalex.org/W2189216306","doi":null,"title":"APPLICATION OF RESPONSE SURFACE METHODOLOGY: DESIGN OF EXPERIMENTS AND OPTIMIZATION: A MINI REVIEW","display_name":"APPLICATION OF RESPONSE SURFACE METHODOLOGY: DESIGN OF EXPERIMENTS AND OPTIMIZATION: A MINI REVIEW","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2189216306","mag":"2189216306"},"language":"en","primary_location":{"id":"mag:2189216306","doi":null,"is_oa":false,"landing_page_url":"http://www.cibtech.org/sp.ed/jls/2014/04/JLS-280-S4-282-AKBARIAN-APPLICATION-REVIEW.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},"volume":null,"type":"review","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/A5033404459","display_name":"Afsaneh Morshedi","orcid":"https://orcid.org/0000-0002-8975-9608","observed_orcids":["https://orcid.org/0000-0002-8975-9608"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Afsaneh Morshedi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8975-9608","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050618589","display_name":"Mina Akbarian","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mina Akbarian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6795,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.72826087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":9.999999747378752e-05,"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/response-surface-methodology","display_name":"response surface methodology","score":1.0},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.8889999985694885},{"id":"https://openalex.org/keywords/optimization","display_name":"optimization","score":0.6759999990463257},{"id":"https://openalex.org/keywords/regression-models","display_name":"regression models","score":0.6949999928474426},{"id":"https://openalex.org/keywords/probabilistic-analysis","display_name":"probabilistic analysis","score":0.8029999732971191},{"id":"https://openalex.org/keywords/input-output-relationship","display_name":"input-output relationship","score":0.6129999756813049},{"id":"https://openalex.org/keywords/response-surface-model","display_name":"response surface model","score":0.4699999988079071}],"concepts":[{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.7530882358551025},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5613197684288025},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.49723532795906067},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4678528904914856},{"id":"https://openalex.org/C2776353801","wikidata":"https://www.wikidata.org/wiki/Q7315960","display_name":"Response analysis","level":2,"score":0.4666808843612671},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.4654921293258667},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44410115480422974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43467479944229126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41181480884552},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3012269139289856},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14670872688293457},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"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":"mag:2189216306","doi":null,"is_oa":false,"landing_page_url":"http://www.cibtech.org/sp.ed/jls/2014/04/JLS-280-S4-282-AKBARIAN-APPLICATION-REVIEW.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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W178757144","https://openalex.org/W1576430025","https://openalex.org/W1976569708","https://openalex.org/W2000836282","https://openalex.org/W2013524106","https://openalex.org/W2325259280","https://openalex.org/W2519881875","https://openalex.org/W2790220931"],"related_works":["https://openalex.org/W4390011334","https://openalex.org/W2502938998","https://openalex.org/W4400510954","https://openalex.org/W6996331827","https://openalex.org/W6958131250","https://openalex.org/W2388890738","https://openalex.org/W7015246095","https://openalex.org/W6902495857","https://openalex.org/W2953475584","https://openalex.org/W4238336292"],"abstract_inverted_index":{"The":[0],"concept":[1],"of":[2,39,50,55,80,109],"response":[3,22,63,115],"surface":[4,116],"methodology":[5],"can":[6,29,135],"be":[7,30,136],"used":[8],"to":[9,60,95],"establish":[10],"an":[11,113,139],"approximate":[12,114],"explicit":[13],"functional":[14],"relationship":[15],"between":[16],"input":[17,91,119],"random":[18],"variables":[19,72,92],"and":[20,26,41,48,111,120],"output":[21,103,121],"through":[23],"regression":[24],"analysis":[25,28,49,131],"probabilistic":[27],"performed.":[31],"Response":[32],"Surface":[33],"Methodology":[34],"(RSM)":[35],"is":[36,59,67,77,106],"a":[37,62,78],"collection":[38],"mathematical":[40],"statistical":[42],"techniques":[43],"useful":[44],"for":[45,99],"the":[46,57,90,97,102,107,129],"modeling":[47],"problems.":[51],"By":[52],"careful":[53],"design":[54],"experiments,":[56],"objective":[58],"optimize":[61],"(output":[64],"variable)":[65],"which":[66,85],"influenced":[68],"by":[69],"several":[70],"independent":[71],"(input":[73],"variables).":[74],"An":[75],"experiment":[76],"series":[79],"tests,":[81],"called":[82],"runs,":[83],"in":[84,89,93,101],"changes":[86,100],"are":[87],"made":[88],"order":[94],"identify":[96],"reasons":[98],"response.":[104],"It":[105],"process":[108],"identifying":[110],"fitting":[112],"model":[117],"from":[118,124,128],"data":[122],"obtained":[123],"experimental":[125],"studies":[126],"or":[127],"numerical":[130],"where":[132],"each":[133],"run":[134],"regarded":[137],"as":[138],"experiment.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}