{"id":"https://openalex.org/W3175635268","doi":"https://doi.org/10.1002/cae.22423","title":"A unified framework to experiment with algorithm optimality and efficiency","display_name":"A unified framework to experiment with algorithm optimality and efficiency","publication_year":2021,"publication_date":"2021-04-25","ids":{"openalex":"https://openalex.org/W3175635268","doi":"https://doi.org/10.1002/cae.22423","mag":"3175635268"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cae.22423","pdf_url":null,"source":{"id":"https://openalex.org/S159433931","display_name":"Computer Applications in Engineering Education","issn_l":"1061-3773","issn":["1061-3773","1099-0542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://rua.ua.es/dspace/bitstream/10045/129036/1/JENUI_2022_055.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040213202","display_name":"J. \u00c1ngel Vel\u00e1zquez\u2010Iturbide","orcid":"https://orcid.org/0000-0002-9486-8526"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. \u00c1ngel Vel\u00e1zquez\u2010Iturbide","raw_affiliation_strings":["Higher Technical School of Computer Engineering, Rey Juan Carlos University, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Higher Technical School of Computer Engineering, Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040213202"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":{"value":3760,"currency":"USD","value_usd":3760,"provenance":"doaj"},"apc_paid":null,"fwci":0.38,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":72},"biblio":{"volume":"29","issue":"6","first_page":"1793","last_page":"1810"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9995,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9995,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9836,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9823,"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/syllabus","display_name":"Syllabus","score":0.7505077},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.46074215}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8586431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7794232},{"id":"https://openalex.org/C45504901","wikidata":"https://www.wikidata.org/wiki/Q935222","display_name":"Syllabus","level":2,"score":0.7505077},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.5836926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5335624},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46665},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.46423665},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.46074215},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30407962},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13069704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12111184},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10797045},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.09948167},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cae.22423","pdf_url":null,"source":{"id":"https://openalex.org/S159433931","display_name":"Computer Applications in Engineering Education","issn_l":"1061-3773","issn":["1061-3773","1099-0542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10045/129036","pdf_url":"https://rua.ua.es/dspace/bitstream/10045/129036/1/JENUI_2022_055.pdf","source":{"id":"https://openalex.org/S4306400975","display_name":"RUA, Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":["University of Alicante"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10045/129036","pdf_url":"https://rua.ua.es/dspace/bitstream/10045/129036/1/JENUI_2022_055.pdf","source":{"id":"https://openalex.org/S4306400975","display_name":"RUA, Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":["University of Alicante"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad","award_id":"TIN2015\u201066731\u2010C2\u20101\u2010R"},{"funder":"https://openalex.org/F4320326636","funder_display_name":"Consejer\u00eda de Educaci\u00f3n e Investigaci\u00f3n","award_id":"S2018/TCS\u20104307"}],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W1551895856","https://openalex.org/W1830980456","https://openalex.org/W1975180387","https://openalex.org/W1985449307","https://openalex.org/W1986422977","https://openalex.org/W2008064904","https://openalex.org/W2011607672","https://openalex.org/W2035504142","https://openalex.org/W2052655467","https://openalex.org/W2070405152","https://openalex.org/W2147434230","https://openalex.org/W2151828850","https://openalex.org/W2159225331","https://openalex.org/W2187744578","https://openalex.org/W2394753566","https://openalex.org/W2415144533","https://openalex.org/W2490446936","https://openalex.org/W2581463068","https://openalex.org/W2747923904","https://openalex.org/W2767123881","https://openalex.org/W2811124048","https://openalex.org/W2964272822","https://openalex.org/W3111956044","https://openalex.org/W3122283993","https://openalex.org/W4232970258","https://openalex.org/W4299591666"],"related_works":["https://openalex.org/W4376104768","https://openalex.org/W3195668101","https://openalex.org/W3138636238","https://openalex.org/W3131699866","https://openalex.org/W2759364669","https://openalex.org/W2499484106","https://openalex.org/W2392007498","https://openalex.org/W2153674877","https://openalex.org/W2063985832","https://openalex.org/W1970019756"],"abstract_inverted_index":{"Abstract":[0],"It":[1],"is":[2],"common":[3],"in":[4,63,108,142,146,184],"algorithm":[5,42,148],"courses":[6],"to":[7,20,52,70,94,121,131],"assess":[8],"the":[9,57,84,109,135,173],"correctness":[10],"of":[11,60,83,115,124,134],"algorithms":[12,62],"via":[13],"testing":[14],"as":[15,17],"well":[16,48],"conducting":[18],"experiments":[19],"measure":[21],"their":[22,53,163],"run\u2010time":[23],"performance.":[24],"However,":[25],"two":[26],"severe":[27,157],"problems":[28,50],"must":[29],"be":[30],"addressed:":[31],"both":[32,74,97],"activities":[33],"are":[34,86],"conducted":[35],"using":[36,100],"different":[37],"procedures":[38],"and":[39,41,79,103,117,130],"tools,":[40],"assessment":[43],"systems":[44],"do":[45],"not":[46],"support":[47,71],"optimization":[49,61],"due":[51],"unique":[54],"characteristics.":[55],"Given":[56],"relevant":[58],"role":[59],"computing,":[64],"we":[65,89,138],"present":[66,90,139],"a":[67,91,127],"unified":[68,92],"framework":[69,93],"experimentation":[72,125,171],"with":[73,96,160],"criteria,":[75,98],"that":[76,154],"is,":[77],"optimality":[78,116],"efficiency.":[80],"The":[81,112,176],"contributions":[82],"article":[85,177],"twofold.":[87],"First,":[88],"experiment":[95],"by":[99,104,168],"explicit":[101],"principles":[102],"presenting":[105],"its":[106],"instantiation":[107],"AlgorEx":[110],"system.":[111,136],"homogeneous":[113],"treatment":[114],"time":[118],"efficiency":[119],"contributes":[120],"smoother":[122],"integration":[123],"into":[126],"course":[128],"syllabus":[129],"easier":[132],"adoption":[133],"Second,":[137],"our":[140],"experience":[141],"several":[143],"academic":[144,164],"years":[145],"an":[147],"course.":[149,175],"Initially,":[150],"it":[151],"was":[152],"noticed":[153],"students":[155],"had":[156],"difficulties":[158],"dealing":[159],"experimentation,":[161],"but":[162],"performance":[165],"sharply":[166],"increased":[167],"fully":[169],"integrating":[170],"along":[172],"complete":[174],"also":[178],"identifies":[179],"some":[180],"opportunities":[181],"for":[182],"extension":[183],"AlgorEx.":[185]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3175635268","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-01-08T13:57:52.769453","created_date":"2021-07-05"}