{"id":"https://openalex.org/W2818029186","doi":"https://doi.org/10.1145/3205651.3208216","title":"Energy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system","display_name":"Energy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system","publication_year":2018,"publication_date":"2018-07-06","ids":{"openalex":"https://openalex.org/W2818029186","doi":"https://doi.org/10.1145/3205651.3208216","mag":"2818029186"},"language":"en","primary_location":{"id":"doi:10.1145/3205651.3208216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3208216","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","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/A5085801657","display_name":"Francisco P. Ch\u00e1vez","orcid":"https://orcid.org/0000-0002-0691-292X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"F. Ch\u00e1vez","raw_affiliation_strings":["Universidad de Extremadura (Spain)"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura (Spain)","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034562384","display_name":"F. Fdez de Vega","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Fdez de Vega","raw_affiliation_strings":["Universidad de Extremadura (Spain)"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura (Spain)","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044397832","display_name":"Josefa D\u00edaz\u2010\u00c1lvarez","orcid":"https://orcid.org/0000-0003-2105-3905"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. D\u00edaz","raw_affiliation_strings":["Universidad de Extremadura (Spain)"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura (Spain)","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108053509","display_name":"J. A. Garc\u00eda","orcid":"https://orcid.org/0000-0002-1373-6848"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. A. Garc\u00eda","raw_affiliation_strings":["Universidad de Extremadura (Spain)"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura (Spain)","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447857","display_name":"Francisco J. Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-8965-9148"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. J. Rodriguez","raw_affiliation_strings":["Universidad de Extremadura (Spain)"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura (Spain)","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033558251","display_name":"Pedro \u00c1. Castillo","orcid":"https://orcid.org/0000-0002-5258-0620"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. A. Castillo","raw_affiliation_strings":["University of Granada (Spain)"],"affiliations":[{"raw_affiliation_string":"University of Granada (Spain)","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085801657"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":0.077,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40985577,"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":"9","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987999796867371,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987999796867371,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9879000186920166,"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/T12238","display_name":"Green IT and Sustainability","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/genetic-programming","display_name":"Genetic programming","score":0.7478521466255188},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7401963472366333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6984437704086304},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6796522736549377},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5811895728111267},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5811183452606201},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5191552042961121},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4884118437767029},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4729744493961334},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4694827198982239},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4613535404205322},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45749151706695557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36802875995635986},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3354894518852234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.283719003200531},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1684841513633728},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10479459166526794},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10434797406196594}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7478521466255188},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7401963472366333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6984437704086304},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6796522736549377},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5811895728111267},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5811183452606201},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5191552042961121},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4884118437767029},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4729744493961334},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4694827198982239},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4613535404205322},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45749151706695557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36802875995635986},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3354894518852234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.283719003200531},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1684841513633728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10479459166526794},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10434797406196594},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3205651.3208216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3208216","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306111","display_name":"U.S. Department of Commerce","ror":"https://ror.org/04chq2495"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320328352","display_name":"Junta de Extremadura","ror":"https://ror.org/01df4mv68"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2014008637","https://openalex.org/W2079325629","https://openalex.org/W2157234468","https://openalex.org/W2322126340","https://openalex.org/W2515937688","https://openalex.org/W2890674699"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W206299888","https://openalex.org/W2102997898","https://openalex.org/W2549153708","https://openalex.org/W2140816515","https://openalex.org/W2381504162","https://openalex.org/W4285805598","https://openalex.org/W1822436433","https://openalex.org/W2164525173","https://openalex.org/W2135010468"],"abstract_inverted_index":{"Energy":[0],"awareness":[1],"has":[2],"gained":[3],"momentum":[4],"over":[5],"the":[6,10,53,56,60,62,68,121],"last":[7],"decade":[8],"in":[9,16],"software":[11],"industry,":[12],"as":[13,15,105,107],"well":[14,106],"environmentally":[17],"concious":[18],"society.":[19],"Thus,":[20],"algorithm":[21],"designers":[22],"and":[23,67,80,112],"programmers":[24],"are":[25,35,103],"paying":[26],"increasing":[27],"attention":[28],"this":[29],"issue,":[30],"particularly":[31],"when":[32],"handheld":[33],"devices":[34,102],"considered,":[36],"given":[37],"their":[38],"battery-consuming":[39],"characteristics.":[40],"When":[41],"we":[42],"focus":[43],"on":[44],"Evolutionary":[45],"Algorithms,":[46],"few":[47],"works":[48],"have":[49],"attempted":[50],"to":[51,64,89],"study":[52],"relationship":[54],"between":[55],"main":[57],"features":[58],"of":[59,82,85,94,110],"algorithm,":[61],"problem":[63],"be":[65],"solved":[66],"underlying":[69],"hardware":[70],"where":[71],"it":[72,91],"runs.":[73],"This":[74],"work":[75],"presents":[76],"a":[77,95,108],"preliminary":[78],"analysis":[79],"modeling":[81],"energy":[83,126],"consumption":[84,127],"EAs.":[86],"We":[87],"try":[88],"predict":[90,125],"by":[92],"means":[93],"fuzzy":[96],"rule-based":[97],"system,":[98],"so":[99],"that":[100,120],"different":[101],"considered":[104],"number":[109],"problems":[111],"Genetic":[113],"Programming":[114],"parameters.":[115],"Experimental":[116],"results":[117],"performed":[118],"show":[119],"proposed":[122],"model":[123],"can":[124],"with":[128],"very":[129],"low":[130],"error":[131],"values.":[132]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}