{"id":"https://openalex.org/W2942979096","doi":"https://doi.org/10.1109/iscas.2019.8702083","title":"Effectiveness of the Bio-Inspired Firefly Algorithm in Adaptive Signal Processing for Nonlinear Systems","display_name":"Effectiveness of the Bio-Inspired Firefly Algorithm in Adaptive Signal Processing for Nonlinear Systems","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2942979096","doi":"https://doi.org/10.1109/iscas.2019.8702083","mag":"2942979096"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2019.8702083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112685257","display_name":"M. Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Hussain","raw_affiliation_strings":["School of Electrical and Computer Engineering, Pennsylvania State University, University Park, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Pennsylvania State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110597971","display_name":"W.K. Jenkins","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W. K. Jenkins","raw_affiliation_strings":["School of Electrical and Computer Engineering, Pennsylvania State University, University Park, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Pennsylvania State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":2.2372,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93687708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9952999949455261,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/firefly-algorithm","display_name":"Firefly algorithm","score":0.8691399693489075},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8029336929321289},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7053279876708984},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5799418091773987},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.5591999888420105},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5445088148117065},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"Nonlinear system identification","score":0.5193296670913696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4779646098613739},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.47793060541152954},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.457610547542572},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4571613371372223},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4341965317726135},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32735973596572876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1699671447277069},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.11051437258720398}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.8691399693489075},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8029336929321289},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7053279876708984},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5799418091773987},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.5591999888420105},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5445088148117065},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.5193296670913696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4779646098613739},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.47793060541152954},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.457610547542572},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4571613371372223},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4341965317726135},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32735973596572876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1699671447277069},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.11051437258720398},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/iscas.2019.8702083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1645218714","https://openalex.org/W1955291487","https://openalex.org/W2070145903","https://openalex.org/W2112234223","https://openalex.org/W2152150600","https://openalex.org/W2250919320","https://openalex.org/W2462006847","https://openalex.org/W2798472458","https://openalex.org/W3023540311","https://openalex.org/W3098924781"],"related_works":["https://openalex.org/W2183555234","https://openalex.org/W4250494040","https://openalex.org/W4309047791","https://openalex.org/W2568344456","https://openalex.org/W2955250669","https://openalex.org/W2152282424","https://openalex.org/W2348044145","https://openalex.org/W2091914113","https://openalex.org/W564324191","https://openalex.org/W2021395081"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,6,10,16,24,63,79],"performance":[4,88],"of":[5,38,90],"Genetic":[7],"Algorithm":[8,28],"(GA),":[9],"Particle":[11,18],"Swarm":[12,19],"Optimization":[13,20],"(PSO)":[14],"algorithm,":[15,22],"Modified":[17],"(MPSO)":[21],"and":[23,60,70,82],"L\u00e9vy":[25],"Flight":[26],"Firefly":[27],"(LFFA)":[29],"are":[30],"compared":[31,77],"for":[32],"system":[33,43,97],"identification":[34,44],"with":[35,45],"various":[36],"types":[37],"nonlinear":[39,47,96],"systems.":[40],"When":[41],"performing":[42],"Volterra":[46],"adaptive":[48],"structures,":[49,54],"matched-order":[50],"fixed-nonlinearity":[51],"LNL":[52,57],"filter":[53,58],"reduced-order":[55],"adaptable-nonlinearity":[56],"structures":[59],"neural":[61],"networks":[62],"LFFA":[64],"generally":[65],"demonstrates":[66],"faster":[67],"convergence":[68],"rates":[69],"lower":[71],"minimum":[72],"mean":[73],"square":[74],"errors":[75],"(MMSE)":[76],"to":[78,95],"GA,":[80],"PSO,":[81],"MPSO":[83],"algorithms.":[84],"This":[85],"work":[86],"includes":[87],"comparisons":[89],"these":[91],"algorithms":[92],"when":[93],"applied":[94],"identification.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}