{"id":"https://openalex.org/W2537850733","doi":"https://doi.org/10.1109/iceac.2011.6136688","title":"Exploring energy aware microarchitectural design space via computationally efficient genetic programming","display_name":"Exploring energy aware microarchitectural design space via computationally efficient genetic programming","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2537850733","doi":"https://doi.org/10.1109/iceac.2011.6136688","mag":"2537850733"},"language":"en","primary_location":{"id":"doi:10.1109/iceac.2011.6136688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceac.2011.6136688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Energy Aware Computing","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/A5072027293","display_name":"Abdallah El-Halaby","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Abdallah El-Halaby","raw_affiliation_strings":["Electrical & Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008382926","display_name":"Mariette Awad","orcid":"https://orcid.org/0000-0002-4815-6894"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mariette Awad","raw_affiliation_strings":["Electrical & Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038426107","display_name":"Rahul Khanna","orcid":"https://orcid.org/0000-0001-8101-4655"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Khanna","raw_affiliation_strings":["Intel Corporation, Hillsboro, OR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Corporation, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3397179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9936000108718872,"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":0.9936000108718872,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9878000020980835,"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":0.9682999849319458,"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/genetic-programming","display_name":"Genetic programming","score":0.812770426273346},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.7153797149658203},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.642061710357666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.633721113204956},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5117868781089783},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5003921985626221},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.48123955726623535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47745540738105774},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4720523953437805},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.45384636521339417},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43939048051834106},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20728519558906555}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.812770426273346},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.7153797149658203},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.642061710357666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.633721113204956},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5117868781089783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5003921985626221},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.48123955726623535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47745540738105774},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4720523953437805},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.45384636521339417},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43939048051834106},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20728519558906555},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceac.2011.6136688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceac.2011.6136688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Energy Aware Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"},{"id":"https://openalex.org/F4320336463","display_name":"University Research Board, American University of Beirut","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W196925868","https://openalex.org/W1486003553","https://openalex.org/W1539033910","https://openalex.org/W1561638899","https://openalex.org/W1573698127","https://openalex.org/W2005687228","https://openalex.org/W2011698647","https://openalex.org/W2055289715","https://openalex.org/W2083572170","https://openalex.org/W2099692024","https://openalex.org/W2112764807","https://openalex.org/W2120368896","https://openalex.org/W2132219981","https://openalex.org/W2143874137","https://openalex.org/W2157070686","https://openalex.org/W2500753917","https://openalex.org/W2536719523","https://openalex.org/W2537941399","https://openalex.org/W2589268795"],"related_works":["https://openalex.org/W2561856575","https://openalex.org/W1792573625","https://openalex.org/W1925901016","https://openalex.org/W2097965245","https://openalex.org/W2113981829","https://openalex.org/W4294725171","https://openalex.org/W1485885287","https://openalex.org/W2553277926","https://openalex.org/W2139799987","https://openalex.org/W4384024076"],"abstract_inverted_index":{"Efficiently":[0],"exploring":[1],"the":[2,45],"microarchitectural":[3],"design":[4,13],"space":[5],"is":[6],"crucial":[7],"in":[8,42,63,83,91],"order":[9],"to":[10,44,50,95],"find":[11],"promising":[12],"subspaces":[14],"satisfying":[15],"better":[16],"power":[17],"constraints.":[18],"Based":[19],"on":[20,24,38],"our":[21],"previous":[22],"work":[23],"Guided":[25],"Search":[26],"Space":[27],"Genetic":[28],"Programming":[29],"(GSS-GP),":[30],"we":[31],"introduce":[32],"a":[33,70,84],"new":[34],"fitness":[35,47],"function":[36,48],"based":[37],"Fisher":[39],"Linear":[40],"Discriminant,":[41],"addition":[43],"weighted":[46],"designed":[49],"improve":[51],"unbalanced":[52],"classification":[53],"accuracy.":[54],"Experimental":[55],"results":[56],"show":[57],"that":[58],"GSS-GP":[59,81],"outperforms":[60],"classical":[61],"GP":[62],"both":[64],"accuracy":[65,73],"and":[66],"convergence":[67],"times,":[68],"with":[69],"minor":[71],"class":[72],"improvement":[74],"of":[75,87],"9.05":[76],"percentage":[77],"points.":[78],"In":[79],"addition,":[80],"resulted":[82],"significant":[85],"reduction":[86],"more":[88],"than":[89],"99%":[90],"processing":[92],"time":[93],"compared":[94],"other":[96],"robust":[97],"classifiers":[98],"like":[99],"Support":[100],"Vector":[101],"Machines.":[102]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}