{"id":"https://openalex.org/W2879071884","doi":"https://doi.org/10.1145/3205651.3208211","title":"Towards automation & augmentation of the design of schedulers for cellular communications networks","display_name":"Towards automation & augmentation of the design of schedulers for cellular communications networks","publication_year":2018,"publication_date":"2018-07-06","ids":{"openalex":"https://openalex.org/W2879071884","doi":"https://doi.org/10.1145/3205651.3208211","mag":"2879071884"},"language":"en","primary_location":{"id":"doi:10.1145/3205651.3208211","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3208211","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/A5026836418","display_name":"Michael Fenton","orcid":"https://orcid.org/0000-0002-7973-9574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Fenton","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090649387","display_name":"David Lynch","orcid":"https://orcid.org/0000-0002-0141-9781"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Lynch","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023783570","display_name":"David Fagan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Fagan","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069119548","display_name":"\u0160t\u011bp\u00e1n Ku\u010dera","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stepan Kucera","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042709606","display_name":"Holger Clau\u00dfen","orcid":"https://orcid.org/0000-0003-2045-2082"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Holger Claussen","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001619292","display_name":"Michael O\u2019Neill","orcid":"https://orcid.org/0000-0001-8734-417X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael O'Neill","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0781,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42555709,"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":"17","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9943000078201294,"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":0.9943000078201294,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9930999875068665,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9829000234603882,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7566913366317749},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6431988477706909},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6312795877456665},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6286937594413757},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6268659234046936},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5703785419464111},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5648288130760193},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5318004488945007},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.504632830619812},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.47524452209472656},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2587030827999115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18431788682937622},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1406615674495697},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09875693917274475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0924747884273529}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7566913366317749},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6431988477706909},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6312795877456665},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6286937594413757},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6268659234046936},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5703785419464111},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5648288130760193},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5318004488945007},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.504632830619812},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.47524452209472656},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2587030827999115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18431788682937622},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1406615674495697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09875693917274475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0924747884273529},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3205651.3208211","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3208211","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":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2599740071","display_name":null,"funder_award_id":"13/IA/1850","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W586985871","https://openalex.org/W1503370304","https://openalex.org/W1548704274","https://openalex.org/W1630733292","https://openalex.org/W1983770999","https://openalex.org/W2006121388","https://openalex.org/W2014614796","https://openalex.org/W2014833796","https://openalex.org/W2037343293","https://openalex.org/W2082076531","https://openalex.org/W2089357917","https://openalex.org/W2129591674","https://openalex.org/W2135479785","https://openalex.org/W2136166846","https://openalex.org/W2136822103","https://openalex.org/W2151854870","https://openalex.org/W2353468900","https://openalex.org/W2492580026","https://openalex.org/W2604662548","https://openalex.org/W2605173034","https://openalex.org/W2737282254","https://openalex.org/W3102351675","https://openalex.org/W3125050562"],"related_works":["https://openalex.org/W2726551571","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928"],"abstract_inverted_index":{"Evolutionary":[0,163],"Computation":[1],"is":[2,104],"used":[3],"to":[4,29,68,70,91,99,106,125,133],"automatically":[5],"evolve":[6],"small":[7],"cell":[8],"schedulers":[9,21],"on":[10],"a":[11,15,41,50,93],"realistic":[12],"simulation":[13],"of":[14,34,44,60,83,154,157],"4G-LTE":[16],"heterogeneous":[17],"cellular":[18],"network.":[19],"Evolved":[20,87],"are":[22,66,89],"then":[23],"further":[24],"augmented":[25],"by":[26,97],"human":[27],"design":[28],"improve":[30],"robustness.":[31],"Extensive":[32],"analysis":[33],"evolved":[35,64,115],"solutions":[36,88],"and":[37,119,132],"their":[38],"performance":[39],"across":[40,58],"wide":[42],"range":[43],"metrics":[45],"reveals":[46],"evolution":[47],"has":[48],"uncovered":[49],"new":[51],"human-competitive":[52],"scheduling":[53,72],"technique":[54],"which":[55],"generalises":[56],"well":[57],"cells":[59],"varying":[61],"sizes.":[62],"Furthermore,":[63],"methods":[65],"shown":[67,90,105],"conform":[69],"accepted":[71],"frameworks":[73],"without":[74],"the":[75,81,84,102,135,155],"evolutionary":[76],"process":[77],"being":[78],"explicitly":[79],"told":[80],"form":[82],"desired":[85],"solution.":[86],"out-perform":[92],"human-engineered":[94],"state-of-the-art":[95],"benchmark":[96],"up":[98],"50%.":[100],"Finally,":[101],"approach":[103],"be":[107,114],"flexible":[108],"in":[109,144,146],"that":[110],"tailored":[111],"algorithms":[112,128],"can":[113],"for":[116,129,137,159],"specific":[117],"scenarios":[118],"corner":[120],"cases,":[121],"allowing":[122],"network":[123],"operators":[124],"create":[126],"unique":[127],"different":[130],"deployments,":[131],"postpone":[134],"need":[136],"costly":[138],"hardware":[139],"upgrades.":[140],"This":[141],"work":[142],"appears":[143],"full":[145],"Fenton":[147],"et":[148],"al.,":[149],"\"Towards":[150],"Automation":[151],"&":[152],"Augmentation":[153],"Design":[156],"Schedulers":[158],"Cellular":[160],"Communications":[161],"Networks\",":[162],"Computation,":[164],"2018.":[165],"DOI":[166],"10.1162/evco_a_00221.":[167]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}