{"id":"https://openalex.org/W2569560188","doi":"https://doi.org/10.1007/978-3-319-51281-5_13","title":"Chicken S-BP: An Efficient Chicken Swarm Based Back-Propagation Algorithm","display_name":"Chicken S-BP: An Efficient Chicken Swarm Based Back-Propagation Algorithm","publication_year":2016,"publication_date":"2016-12-29","ids":{"openalex":"https://openalex.org/W2569560188","doi":"https://doi.org/10.1007/978-3-319-51281-5_13","mag":"2569560188"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-51281-5_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-51281-5_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-51281-5_13","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013621949","display_name":"Abdullah Khan","orcid":"https://orcid.org/0000-0003-1718-7038"},"institutions":[{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Abdullah Khan","raw_affiliation_strings":["Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006730304","display_name":"Nazri Mohd Nawi","orcid":"https://orcid.org/0000-0003-0685-7892"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nazri Mohd Nawi","raw_affiliation_strings":["Soft Computing and Data Mining Centre (SCDM), Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia (UTHM), 86400, Parit Raja, Batu Pahat, Johor, Malaysia","Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia"],"affiliations":[{"raw_affiliation_string":"Soft Computing and Data Mining Centre (SCDM), Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia (UTHM), 86400, Parit Raja, Batu Pahat, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]},{"raw_affiliation_string":"Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072882905","display_name":"Rahmat Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rahmat Shah","raw_affiliation_strings":["Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025562653","display_name":"Nasreen Akhter","orcid":null},"institutions":[{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nasreen Akhter","raw_affiliation_strings":["Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072393463","display_name":"Atta Ullah","orcid":"https://orcid.org/0000-0002-0590-563X"},"institutions":[{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Atta Ullah","raw_affiliation_strings":["Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Business and Management Science, Agricultural University Peshawar (AUP), KPK, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091046843","display_name":"Muhammad Zubair Rehman","orcid":"https://orcid.org/0000-0003-2589-4189"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. Z. Rehman","raw_affiliation_strings":["Soft Computing and Data Mining Centre (SCDM), Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia (UTHM), 86400, Parit Raja, Batu Pahat, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Soft Computing and Data Mining Centre (SCDM), Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia (UTHM), 86400, Parit Raja, Batu Pahat, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013684496","display_name":"Norhamreeza AbdulHamid","orcid":null},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norhamreeza AbdulHamid","raw_affiliation_strings":["Soft Computing and Data Mining Centre (SCDM), Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia (UTHM), 86400, Parit Raja, Batu Pahat, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Soft Computing and Data Mining Centre (SCDM), Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia (UTHM), 86400, Parit Raja, Batu Pahat, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090196764","display_name":"Haruna Chiroma","orcid":"https://orcid.org/0000-0003-3446-4316"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Haruna Chiroma","raw_affiliation_strings":["Faculty of Computer Science and IT, University of Malaya (UM), Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and IT, University of Malaya (UM), Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5013621949"],"corresponding_institution_ids":["https://openalex.org/I246743127"],"apc_list":null,"apc_paid":null,"fwci":0.319,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60080047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9850999712944031,"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":0.9824000000953674,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.8009864687919617},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.7154430150985718},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6544867753982544},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6251522898674011},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5858401656150818},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5816410183906555},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5623234510421753},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5160974860191345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.502730131149292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4861828684806824},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.46796613931655884},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38966765999794006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3277782201766968},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28769391775131226},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2860252857208252},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.19326931238174438}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.8009864687919617},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7154430150985718},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6544867753982544},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6251522898674011},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5858401656150818},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5816410183906555},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5623234510421753},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5160974860191345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.502730131149292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4861828684806824},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.46796613931655884},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38966765999794006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3277782201766968},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28769391775131226},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2860252857208252},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.19326931238174438},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-51281-5_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-51281-5_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-51281-5_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-51281-5_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W44465109","https://openalex.org/W129757148","https://openalex.org/W136878484","https://openalex.org/W1523741643","https://openalex.org/W1529965533","https://openalex.org/W1849730171","https://openalex.org/W2001619934","https://openalex.org/W2051680981","https://openalex.org/W2075103250","https://openalex.org/W2092192451","https://openalex.org/W2093953062","https://openalex.org/W2109914029","https://openalex.org/W2110576630","https://openalex.org/W2157518773","https://openalex.org/W2163232986","https://openalex.org/W2963103847","https://openalex.org/W2997337171","https://openalex.org/W3096443866","https://openalex.org/W3207342693","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W2051623074","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W4304182880","https://openalex.org/W2807952458"],"abstract_inverted_index":{"An":[0],"innovative":[1],"metaheuristic":[2],"based":[3],"algorithm":[4,34,40,115],"Chicken":[5,59,104,113],"Swarm":[6,60],"Optimization":[7],"(CSO)":[8],"is":[9,17,65],"inspired":[10],"by":[11],"characteristics":[12],"of":[13,102,109],"chicken":[14],"flock.":[15],"CSO":[16,33],"particularly":[18],"suitable":[19],"for":[20,26],"the":[21,32,36,43,68,100,103],"investigation":[22],"in":[23,54,96],"candidate":[24],"solutions":[25],"large":[27],"spaces.":[28],"This":[29],"paper":[30],"hybridize":[31],"with":[35,67],"Back":[37,61],"Propagation":[38,62],"(BP)":[39],"to":[41,48,51],"solve":[42],"local":[44,118],"minimum":[45,53],"problem":[46],"and":[47,79,89,98,120],"enhance":[49],"convergence":[50],"global":[52],"BP":[55],"algorithm.":[56],"The":[57],"proposed":[58],"(Chicken":[63],"S-BP)":[64],"compared":[66],"Artificial":[69],"Bee":[70],"Colony":[71],"Back-Propagation":[72],"(ABCBP),":[73],"Genetic":[74],"Algorithm":[75],"Neural":[76],"Network":[77],"(GANN)":[78],"traditional":[80],"BPNN":[81],"algorithms.":[82],"In":[83],"particular":[84],"Iris,":[85],"Australian":[86],"Credit":[87],"Card,":[88],"7-Bit":[90],"Party":[91],"classification":[92],"datasets":[93],"are":[94],"used":[95],"training":[97],"testing":[99],"performance":[101],"S-BP":[105,114],"hybrid":[106],"network.":[107],"Results":[108],"simulation":[110],"illustrates":[111],"that":[112],"efficiently":[116],"prevents":[117],"minima":[119],"provides":[121],"optimal":[122],"solution.":[123]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
