{"id":"https://openalex.org/W2132772229","doi":"https://doi.org/10.1109/ahs.2013.6604224","title":"Hardware-based parallel firefly algorithm for embedded applications","display_name":"Hardware-based parallel firefly algorithm for embedded applications","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2132772229","doi":"https://doi.org/10.1109/ahs.2013.6604224","mag":"2132772229"},"language":"en","primary_location":{"id":"doi:10.1109/ahs.2013.6604224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ahs.2013.6604224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013)","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/A5050811383","display_name":"Daniel M. Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-9219-6463"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Daniel M. Munoz","raw_affiliation_strings":["Electronics Engineering Graduate Program Faculty of Gama, University of Brasilia, Brasilia, DF, Brazil","Electron. Eng. Grad. Program, Univ. of Brasilia, Brasilia, Brazil"],"affiliations":[{"raw_affiliation_string":"Electronics Engineering Graduate Program Faculty of Gama, University of Brasilia, Brasilia, DF, Brazil","institution_ids":["https://openalex.org/I150729083"]},{"raw_affiliation_string":"Electron. Eng. Grad. Program, Univ. of Brasilia, Brasilia, Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042189424","display_name":"Carlos H. Llanos","orcid":"https://orcid.org/0000-0002-0115-4461"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos H. Llanos","raw_affiliation_strings":["Department of Mechanical Engineering, University of Brasilia, Brasilia, DF, Brazil","Dept. of Mech. Eng., Autom. & Control Group/GRACO, Univ. of Brasilia, Brasilia, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Brasilia, Brasilia, DF, Brazil","institution_ids":["https://openalex.org/I150729083"]},{"raw_affiliation_string":"Dept. of Mech. Eng., Autom. & Control Group/GRACO, Univ. of Brasilia, Brasilia, Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006394687","display_name":"Leandro dos Santos Coelho","orcid":"https://orcid.org/0000-0001-5728-943X"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro dos Santos Coelho","raw_affiliation_strings":["Industrial and Systems Engineering Graduate Program, LAS/PPGEPS Pontifical Catholic University of Parana, Curitiba, Parana, Brazil","Ind. & Syst. Eng. Grad. Program, Pontifical Catholic Univ. of Parana, Curitiba, Brazil"],"affiliations":[{"raw_affiliation_string":"Industrial and Systems Engineering Graduate Program, LAS/PPGEPS Pontifical Catholic University of Parana, Curitiba, Parana, Brazil","institution_ids":["https://openalex.org/I176838256"]},{"raw_affiliation_string":"Ind. & Syst. Eng. Grad. Program, Pontifical Catholic Univ. of Parana, Curitiba, Brazil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043206848","display_name":"Maur\u00edcio Ayala-Rinc\u00f3n","orcid":"https://orcid.org/0000-0003-0089-3905"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mauricio Ayala-Rincon","raw_affiliation_strings":["Departments of Computer Science and Mathematics, University of Brasilia, Brasilia, DF, Brazil","Depts. of Comput. Sci. & Math., Univ. of Brasilia, Brasilia, Brazil"],"affiliations":[{"raw_affiliation_string":"Departments of Computer Science and Mathematics, University of Brasilia, Brasilia, DF, Brazil","institution_ids":["https://openalex.org/I150729083"]},{"raw_affiliation_string":"Depts. of Comput. Sci. & Math., Univ. of Brasilia, Brasilia, Brazil","institution_ids":["https://openalex.org/I150729083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050811383"],"corresponding_institution_ids":["https://openalex.org/I150729083"],"apc_list":null,"apc_paid":null,"fwci":0.9618,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82923209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.975600004196167,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9688000082969666,"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/firefly-algorithm","display_name":"Firefly algorithm","score":0.7851765155792236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.732499361038208},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7022677063941956},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5812541246414185},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5723670721054077},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5521723031997681},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.4615516662597656},{"id":"https://openalex.org/keywords/hardware-architecture","display_name":"Hardware architecture","score":0.4585447609424591},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.442608505487442},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4153084456920624},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4121777415275574},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.314566045999527},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.2904855012893677},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.11398312449455261},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07370108366012573}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.7851765155792236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732499361038208},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7022677063941956},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5812541246414185},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5723670721054077},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5521723031997681},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.4615516662597656},{"id":"https://openalex.org/C65232700","wikidata":"https://www.wikidata.org/wiki/Q5656403","display_name":"Hardware architecture","level":3,"score":0.4585447609424591},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.442608505487442},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4153084456920624},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4121777415275574},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.314566045999527},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2904855012893677},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11398312449455261},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07370108366012573},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ahs.2013.6604224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ahs.2013.6604224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1523741643","https://openalex.org/W1565746575","https://openalex.org/W1596914020","https://openalex.org/W1987392793","https://openalex.org/W2007864618","https://openalex.org/W2073082177","https://openalex.org/W2100770278","https://openalex.org/W2105990447","https://openalex.org/W2111681923","https://openalex.org/W2115873557","https://openalex.org/W2128930943","https://openalex.org/W2134788587","https://openalex.org/W2156570840","https://openalex.org/W2162745921","https://openalex.org/W2162780797","https://openalex.org/W2166468351","https://openalex.org/W2304229193"],"related_works":["https://openalex.org/W4210824982","https://openalex.org/W2363751782","https://openalex.org/W3097546498","https://openalex.org/W2044587647","https://openalex.org/W4230527540","https://openalex.org/W2890707561","https://openalex.org/W2968802284","https://openalex.org/W2386354199","https://openalex.org/W4311874226","https://openalex.org/W2950270382"],"abstract_inverted_index":{"The":[0,79],"firefly":[1],"algorithm":[2,51,107],"(FA)":[3],"is":[4,130,136],"a":[5,20,44,87],"new":[6],"population-based":[7,21],"metaheuristic":[8],"bioinspired":[9],"on":[10],"the":[11,14,23,49,54,67,70,76,101,105,113,118,127],"behavior":[12],"of":[13,17,48,69],"flashing":[15],"characteristics":[16],"fireflies.":[18],"As":[19],"algorithm,":[22],"FA":[24,50,77,106],"suffers":[25],"from":[26],"large":[27],"execution":[28,40],"times":[29,41],"specifically":[30],"for":[31,138],"embedded":[32,139],"optimization":[33],"problems":[34,98],"with":[35],"computational":[36],"limitations.":[37],"For":[38],"reducing":[39],"we":[42],"propose":[43],"hardware":[45,81,134],"parallel":[46],"architecture":[47,129],"that":[52,100,126],"facilitates":[53],"implementation":[55,82],"in":[56,133],"Field":[57],"Programmable":[58],"Gate":[59],"Arrays":[60],"(FPGAs).":[61],"In":[62],"addition,":[63],"this":[64],"work":[65],"proposes":[66],"application":[68],"opposition-based":[71,102],"learning":[72],"(OBL)":[73],"approach":[74,103],"to":[75,108],"algorithm.":[78],"respective":[80],"(HPOFA)":[83],"was":[84],"mapped":[85,132],"into":[86],"Virtex5":[88],"FPGA":[89],"device":[90],"and":[91,116,135],"numerical":[92],"experiments":[93],"using":[94],"four":[95],"well-known":[96],"benchmark":[97],"demonstrate":[99],"allows":[104],"improve":[109],"its":[110],"functionality,":[111],"preserving":[112],"swarm":[114],"diversity":[115],"avoiding":[117],"premature":[119],"convergence":[120],"problem.":[121],"Synthesis":[122],"results":[123],"point":[124],"out":[125],"HPOFA":[128],"effectively":[131],"suitable":[137],"applications.":[140]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
