{"id":"https://openalex.org/W3105996141","doi":"https://doi.org/10.5220/0010106501840191","title":"GEMO: Grammatical Evolution Memory Optimization System","display_name":"GEMO: Grammatical Evolution Memory Optimization System","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3105996141","doi":"https://doi.org/10.5220/0010106501840191","mag":"3105996141"},"language":"en","primary_location":{"id":"doi:10.5220/0010106501840191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010106501840191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010106501840191","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009190949","display_name":"Meghana Kshirsagar","orcid":"https://orcid.org/0000-0002-8182-2465"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]},{"id":"https://openalex.org/I4210151352","display_name":"Biocom","ror":"https://ror.org/03ymdxs56","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210151352"]}],"countries":["IE","US"],"is_corresponding":true,"raw_author_name":"Meghana Kshirsagar","raw_affiliation_strings":["Biocomputing Developmental Systems, University of Limerick, Irland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Developmental Systems, University of Limerick, Irland, --- Select a Country ---","institution_ids":["https://openalex.org/I230495080","https://openalex.org/I4210151352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073974715","display_name":"Rushikesh Jachak","orcid":"https://orcid.org/0000-0001-6036-0030"},"institutions":[{"id":"https://openalex.org/I4210154211","display_name":"Government Medical College","ror":"https://ror.org/05kn6fr85","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210154211"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rushikesh Jachak","raw_affiliation_strings":["Department of Computer Science, Government College of Engineering, Aurangabad, India, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Government College of Engineering, Aurangabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I4210154211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042100076","display_name":"Purva Chaudhari","orcid":"https://orcid.org/0000-0003-4012-0122"},"institutions":[{"id":"https://openalex.org/I4210154211","display_name":"Government Medical College","ror":"https://ror.org/05kn6fr85","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210154211"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Purva Chaudhari","raw_affiliation_strings":["Department of Computer Science, Government College of Engineering, Aurangabad, India, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Government College of Engineering, Aurangabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I4210154211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082264857","display_name":"Conor Ryan","orcid":"https://orcid.org/0000-0002-7002-5815"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]},{"id":"https://openalex.org/I4210151352","display_name":"Biocom","ror":"https://ror.org/03ymdxs56","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210151352"]}],"countries":["IE","US"],"is_corresponding":false,"raw_author_name":"Conor Ryan","raw_affiliation_strings":["Biocomputing Developmental Systems, University of Limerick, Irland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Developmental Systems, University of Limerick, Irland, --- Select a Country ---","institution_ids":["https://openalex.org/I230495080","https://openalex.org/I4210151352"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009190949"],"corresponding_institution_ids":["https://openalex.org/I230495080","https://openalex.org/I4210151352"],"apc_list":null,"apc_paid":null,"fwci":0.1359,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57799707,"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":"184","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.991599977016449,"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/grammatical-evolution","display_name":"Grammatical evolution","score":0.8507967591285706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7025599479675293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.440550833940506},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.347237229347229},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.143411785364151}],"concepts":[{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.8507967591285706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025599479675293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.440550833940506},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.347237229347229},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.143411785364151}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0010106501840191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010106501840191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/25540318","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/GEMO_grammatical_evolution_memory_optimization_system/25540318","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.34961/researchrepository-ul.25540318.v1","is_oa":true,"landing_page_url":"https://doi.org/10.34961/researchrepository-ul.25540318.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401529","display_name":"University of Limerick Institutional Repository (University of Limerick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I230495080","host_organization_name":"University of Limerick","host_organization_lineage":["https://openalex.org/I230495080"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.5220/0010106501840191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010106501840191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W1593481303"],"related_works":["https://openalex.org/W2611614995","https://openalex.org/W2368651715","https://openalex.org/W2789919619","https://openalex.org/W4321496520","https://openalex.org/W2293457016","https://openalex.org/W3169305685","https://openalex.org/W1515542156","https://openalex.org/W1992419927","https://openalex.org/W1837762017","https://openalex.org/W3107474891"],"abstract_inverted_index":{"In":[0],"Grammatical":[1,74],"Evolution":[2,75],"(GE)":[3],"individuals":[4,17,180],"occupy":[5],"more":[6],"space":[7],"than":[8,20],"required,":[9],"that":[10,34,54,64,83,174],"is,":[11],"the":[12,16,65,90,99,116,119,126,154,158,182],"Actual":[13,66,131],"Length":[14,56,67,133],"of":[15,51,60,128,138],"is":[18,57,68],"longer":[19],"their":[21],"Effective":[22,55,129],"Length.":[23],"This":[24],"has":[25],"major":[26],"implications":[27],"for":[28,48,98,118],"scaling":[29],"GE":[30,149,187],"to":[31,70,88,114,130,135,157],"complex":[32,39],"problems":[33],"demand":[35],"larger":[36],"populations":[37],"and":[38,140,172,193],"individuals.":[40],"We":[41,72,164],"show":[42,173],"how":[43],"these":[44],"two":[45],"lengths":[46],"vary":[47],"different":[49,169],"sizes":[50],"population,":[52],"demonstrating":[53],"relatively":[58],"independent":[59],"population":[61],"size,":[62],"but":[63,188],"proportional":[69],"it.":[71],"introduce":[73],"Memory":[76],"Optimization":[77],"(GEMO),":[78],"a":[79,85,105,109],"two-stage":[80],"evolutionary":[81],"system":[82],"uses":[84,104],"multi-objective":[86,110],"approach":[87],"identify":[89],"optimal,":[91],"or":[92],"at":[93],"least,":[94],"near-optimal,":[95],"genome":[96,155],"length":[97,156,159],"problem":[100,120,170],"being":[101,121],"examined.":[102],"It":[103],"single":[106],"run":[107],"with":[108,124,181],"fitness":[111,184],"function":[112],"defined":[113],"minimize":[115],"error":[117],"tackled":[122],"along":[123],"maximizing":[125],"ratio":[127],"Genome":[132],"leading":[134],"better":[136],"utilization":[137],"memory":[139,191],"hence,":[141],"computational":[142],"speedup.":[143],"Then,":[144],"in":[145,161,175],"Stage":[146,162],"2,":[147],"standard":[148,186],"runs":[150],"are":[151],"performed":[152],"restricting":[153],"obtained":[160],"1.":[163],"demonstrate":[165],"this":[166],"technique":[167],"on":[168],"domains":[171],"all":[176],"cases,":[177],"GEMO":[178],"produces":[179],"same":[183],"as":[185],"significantly":[189],"improves":[190],"usage":[192],"reduces":[194],"computation":[195],"time.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}