{"id":"https://openalex.org/W4309364491","doi":"https://doi.org/10.1162/evco_a_00317","title":"A Practical Methodology for Reproducible Experimentation: An Application to the Double-Row Facility Layout Problem","display_name":"A Practical Methodology for Reproducible Experimentation: An Application to the Double-Row Facility Layout Problem","publication_year":2022,"publication_date":"2022-11-17","ids":{"openalex":"https://openalex.org/W4309364491","doi":"https://doi.org/10.1162/evco_a_00317","pmid":"https://pubmed.ncbi.nlm.nih.gov/36395509"},"language":"en","primary_location":{"id":"doi:10.1162/evco_a_00317","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00317","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5058069561","display_name":"Ra\u00fal Mart\u00edn-Santamar\u00eda","orcid":"https://orcid.org/0000-0002-9396-5375"},"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":"Ra\u00fal Mart\u00edn-Santamar\u00eda","raw_affiliation_strings":["Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain raul.martin@urjc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain raul.martin@urjc.es","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042162345","display_name":"Sergio Cavero","orcid":"https://orcid.org/0000-0002-5258-5915"},"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":"Sergio Cavero","raw_affiliation_strings":["Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain sergio.cavero@urjc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain sergio.cavero@urjc.es","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077814767","display_name":"Alberto Herr\u00e1n","orcid":"https://orcid.org/0000-0003-0348-0313"},"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":"Alberto Herr\u00e1n","raw_affiliation_strings":["Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain alberto.herran@urjc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain alberto.herran@urjc.es","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072057899","display_name":"Abraham Duarte","orcid":"https://orcid.org/0000-0002-4532-3124"},"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":"Abraham Duarte","raw_affiliation_strings":["Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain abraham.duarte@urjc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain abraham.duarte@urjc.es","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053705697","display_name":"J. Manuel Colmenar","orcid":"https://orcid.org/0000-0001-7490-9450"},"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. Manuel Colmenar","raw_affiliation_strings":["Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain josemanuel.colmenar@urjc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics, Universidad Rey Juan Carlos, M\u00f3stoles, 28933, Spain josemanuel.colmenar@urjc.es","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042162345","https://openalex.org/A5053705697","https://openalex.org/A5058069561","https://openalex.org/A5072057899","https://openalex.org/A5077814767"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":2.1606,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88518052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"32","issue":"1","first_page":"69","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9955000281333923,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.7879262566566467},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6424545645713806},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5817335844039917},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5802556276321411},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5658517479896545},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5173044204711914},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.4150192439556122},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3426694869995117},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28350895643234253},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14840009808540344},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.12741398811340332},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12566781044006348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879262566566467},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6424545645713806},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5817335844039917},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5802556276321411},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5658517479896545},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5173044204711914},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.4150192439556122},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3426694869995117},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28350895643234253},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14840009808540344},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12741398811340332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12566781044006348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/evco_a_00317","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00317","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},{"id":"pmid:36395509","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36395509","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary computation","raw_type":null},{"id":"pmh:oai:eciencia.urjc.es:10115/28888","is_oa":false,"landing_page_url":"https://hdl.handle.net/10115/28888","pdf_url":null,"source":{"id":"https://openalex.org/S4377196484","display_name":"BURJC Digital (King Juan Carlos University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182083151","host_organization_name":"Universidad Rey Juan Carlos","host_organization_lineage":["https://openalex.org/I182083151"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W1526025733","https://openalex.org/W1542829861","https://openalex.org/W1573534773","https://openalex.org/W1966748173","https://openalex.org/W1975258147","https://openalex.org/W2006751452","https://openalex.org/W2011762057","https://openalex.org/W2028438572","https://openalex.org/W2062143866","https://openalex.org/W2068055354","https://openalex.org/W2068267372","https://openalex.org/W2073459066","https://openalex.org/W2097749765","https://openalex.org/W2102227855","https://openalex.org/W2105318109","https://openalex.org/W2120765535","https://openalex.org/W2127218421","https://openalex.org/W2132483207","https://openalex.org/W2135886439","https://openalex.org/W2141119792","https://openalex.org/W2175760929","https://openalex.org/W2218699142","https://openalex.org/W2290130824","https://openalex.org/W2295124130","https://openalex.org/W2302501749","https://openalex.org/W2406493898","https://openalex.org/W2407235238","https://openalex.org/W2462800345","https://openalex.org/W2624775209","https://openalex.org/W2789816182","https://openalex.org/W2792243022","https://openalex.org/W2800303838","https://openalex.org/W2802510256","https://openalex.org/W2830573464","https://openalex.org/W2890746393","https://openalex.org/W2950680102","https://openalex.org/W2962236927","https://openalex.org/W2984916588","https://openalex.org/W2996332382","https://openalex.org/W3013688454","https://openalex.org/W3021353148","https://openalex.org/W3021931349","https://openalex.org/W3038891809","https://openalex.org/W3099332696","https://openalex.org/W3099514962","https://openalex.org/W3133256754","https://openalex.org/W3134402730","https://openalex.org/W3143561285","https://openalex.org/W3153881645","https://openalex.org/W3175371086","https://openalex.org/W3178594337","https://openalex.org/W3207115452","https://openalex.org/W3216485895","https://openalex.org/W6642770250","https://openalex.org/W6674553547","https://openalex.org/W6678295668","https://openalex.org/W6678914141","https://openalex.org/W6739220616","https://openalex.org/W6775341171","https://openalex.org/W6776952993","https://openalex.org/W6780500702","https://openalex.org/W6791570380","https://openalex.org/W6802598146"],"related_works":["https://openalex.org/W2413717610","https://openalex.org/W1973270181","https://openalex.org/W2417696084","https://openalex.org/W2368782778","https://openalex.org/W2087830269","https://openalex.org/W3106281778","https://openalex.org/W4324138256","https://openalex.org/W3134060498","https://openalex.org/W4386392971","https://openalex.org/W1869907491"],"abstract_inverted_index":{"Reproducibility":[0],"of":[1,31,38,138,152],"experiments":[2],"is":[3,68,77],"a":[4,35,53,106,135],"complex":[5],"task":[6],"in":[7,16,45,59,128,158],"stochastic":[8,64],"methods":[9,127],"such":[10],"as":[11],"evolutionary":[12],"algorithms":[13],"or":[14,40],"metaheuristics":[15],"general.":[17],"Many":[18],"works":[19],"from":[20],"the":[21,75,97,115,125,132,142,147,150,153],"literature":[22],"give":[23],"general":[24],"guidelines":[25],"to":[26,43,56,87,95,110,130,146],"favor":[27,57],"reproducibility.":[28],"However,":[29],"none":[30],"them":[32],"provide":[33],"both":[34],"practical":[36,54],"set":[37,137],"steps":[39],"software":[41,80],"tools":[42,81],"help":[44],"this":[46,49,88,119],"process.":[47,89],"In":[48],"article,":[50],"we":[51,104,121],"propose":[52,105],"methodology":[55,67,91,148],"reproducibility":[58],"optimization":[60],"problems":[61],"tackled":[62],"with":[63,134],"methods.":[65,117],"This":[66],"divided":[69],"into":[70],"three":[71],"main":[72],"steps,":[73],"where":[74,103],"researcher":[76],"assisted":[78],"by":[79],"which":[82],"implement":[83],"state-of-the-art":[84,116],"techniques":[85],"related":[86,145],"The":[90],"has":[92],"been":[93],"applied":[94],"study":[96,133,151],"double-row":[98],"facility":[99],"layout":[100],"problem":[101,155],"(DRFLP)":[102],"new":[107,136],"algorithm":[108],"able":[109],"obtain":[111],"better":[112],"results":[113],"than":[114],"To":[118],"aim,":[120],"have":[122],"also":[123],"replicated":[124],"previous":[126],"order":[129],"complete":[131],"larger":[139],"instances.":[140],"All":[141],"produced":[143],"artifacts":[144],"and":[149],"target":[154],"are":[156],"available":[157],"Zenodo.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-30T13:55:48.251075","created_date":"2025-10-10T00:00:00"}