{"id":"https://openalex.org/W3041578670","doi":"https://doi.org/10.1515/jisys-2018-0450","title":"A Modified Binary Pigeon-Inspired Algorithm for Solving the Multi-dimensional Knapsack Problem","display_name":"A Modified Binary Pigeon-Inspired Algorithm for Solving the Multi-dimensional Knapsack Problem","publication_year":2020,"publication_date":"2020-07-03","ids":{"openalex":"https://openalex.org/W3041578670","doi":"https://doi.org/10.1515/jisys-2018-0450","mag":"3041578670"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2018-0450","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0450","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2018-0450/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2018-0450/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074777889","display_name":"Asaju La\u2019aro Bolaji","orcid":"https://orcid.org/0000-0003-2777-552X"},"institutions":[{"id":"https://openalex.org/I3131062393","display_name":"Kwararafa University","ror":"https://ror.org/04nsmrq40","country_code":"NG","type":"education","lineage":["https://openalex.org/I3131062393"]},{"id":"https://openalex.org/I4400600929","display_name":"Federal University Wukari","ror":"https://ror.org/04t8bw757","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600929"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Asaju La\u2019aro Bolaji","raw_affiliation_strings":["Department of Computer Sciences, Federal University Wukari, Wukari , Taraba State , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Federal University Wukari, Wukari , Taraba State , Nigeria","institution_ids":["https://openalex.org/I3131062393","https://openalex.org/I4400600929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065614298","display_name":"Friday Zinzendoff Okwonu","orcid":"https://orcid.org/0000-0003-4711-9298"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Friday Zinzendoff Okwonu","raw_affiliation_strings":["School of Quantitative Sciences, College of Arts and Sciences, Universiti Utara Malaysia, Sintok , Kedah , Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Quantitative Sciences, College of Arts and Sciences, Universiti Utara Malaysia, Sintok , Kedah , Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052735312","display_name":"Peter Bamidele Shola","orcid":null},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Peter Bamidele Shola","raw_affiliation_strings":["Department of Computer Science, University of Ilorin , Ilorin , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Ilorin , Ilorin , Nigeria","institution_ids":["https://openalex.org/I134542131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067807811","display_name":"Babatunde Sulaiman Balogun","orcid":null},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Babatunde Sulaiman Balogun","raw_affiliation_strings":["Department of Computer Science, University of Ilorin , Ilorin , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Ilorin , Ilorin , Nigeria","institution_ids":["https://openalex.org/I134542131"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005776292","display_name":"O. D. Adubisi","orcid":"https://orcid.org/0000-0001-8575-2751"},"institutions":[{"id":"https://openalex.org/I3131062393","display_name":"Kwararafa University","ror":"https://ror.org/04nsmrq40","country_code":"NG","type":"education","lineage":["https://openalex.org/I3131062393"]},{"id":"https://openalex.org/I4400600929","display_name":"Federal University Wukari","ror":"https://ror.org/04t8bw757","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600929"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Obinna Damian Adubisi","raw_affiliation_strings":["Department of Mathematics and Statistics, Federal University Wukari, Wukari , Taraba State , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Federal University Wukari, Wukari , Taraba State , Nigeria","institution_ids":["https://openalex.org/I3131062393","https://openalex.org/I4400600929"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074777889"],"corresponding_institution_ids":["https://openalex.org/I3131062393","https://openalex.org/I4400600929"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":1.4961,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.86396992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"1","first_page":"90","last_page":"103"},"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/T12176","display_name":"Optimization and Packing Problems","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12288","display_name":"Optimization and Search Problems","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/knapsack-problem","display_name":"Knapsack problem","score":0.9690247774124146},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6653523445129395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5945080518722534},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5562456250190735},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5242754817008972},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5132429599761963},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5131412148475647},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5097171664237976},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4620572328567505},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4324547052383423},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4125105142593384},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.29779452085494995},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28666335344314575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28071171045303345}],"concepts":[{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.9690247774124146},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6653523445129395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5945080518722534},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5562456250190735},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5242754817008972},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5132429599761963},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5131412148475647},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5097171664237976},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4620572328567505},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4324547052383423},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4125105142593384},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.29779452085494995},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28666335344314575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28071171045303345},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2018-0450","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0450","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2018-0450/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fc60c2b9c841491285bbdc7b165c816d","is_oa":true,"landing_page_url":"https://doaj.org/article/fc60c2b9c841491285bbdc7b165c816d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 30, Iss 1, Pp 90-103 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2018-0450","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0450","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2018-0450/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3041578670.pdf","grobid_xml":"https://content.openalex.org/works/W3041578670.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W7021242","https://openalex.org/W205469174","https://openalex.org/W956368620","https://openalex.org/W1504826621","https://openalex.org/W1512282321","https://openalex.org/W1519183513","https://openalex.org/W1552702834","https://openalex.org/W1563501581","https://openalex.org/W1575861860","https://openalex.org/W1985132528","https://openalex.org/W1985830456","https://openalex.org/W1988739252","https://openalex.org/W1996516456","https://openalex.org/W2000087937","https://openalex.org/W2019810495","https://openalex.org/W2035364028","https://openalex.org/W2043513057","https://openalex.org/W2046500899","https://openalex.org/W2050740038","https://openalex.org/W2060064230","https://openalex.org/W2066671865","https://openalex.org/W2068415479","https://openalex.org/W2093195672","https://openalex.org/W2094859983","https://openalex.org/W2111223279","https://openalex.org/W2122032069","https://openalex.org/W2142247058","https://openalex.org/W2156804281","https://openalex.org/W2212914804","https://openalex.org/W2252127210","https://openalex.org/W2276022083","https://openalex.org/W2418783781","https://openalex.org/W2506063350","https://openalex.org/W2508177680","https://openalex.org/W2517600007","https://openalex.org/W2541899315","https://openalex.org/W2544779509","https://openalex.org/W2563442283","https://openalex.org/W2564051927","https://openalex.org/W2604693236","https://openalex.org/W2604765200","https://openalex.org/W2604865586","https://openalex.org/W2625168508","https://openalex.org/W2765980251","https://openalex.org/W2769181257","https://openalex.org/W2774381817","https://openalex.org/W4238961266","https://openalex.org/W4240948676","https://openalex.org/W4241274920","https://openalex.org/W4246202890","https://openalex.org/W4256528411"],"related_works":["https://openalex.org/W1607218372","https://openalex.org/W1606499289","https://openalex.org/W1985939653","https://openalex.org/W2888641532","https://openalex.org/W2807952458","https://openalex.org/W3103982436","https://openalex.org/W2474821701","https://openalex.org/W2911578165","https://openalex.org/W2626282817","https://openalex.org/W2361792200"],"abstract_inverted_index":{"Abstract":[0],"The":[1,22,92,151],"pigeon-inspired":[2,78,97],"optimization":[3,29,79,98],"algorithm":[4,14,80],"is":[5,24,134,173],"a":[6,9,25,75,180],"category":[7],"of":[8,27,39,48,94,140,147,166],"newly":[10],"proposed":[11,62,168,177],"swarm":[12],"intelligence-based":[13],"that":[15,31,115,175,191],"belongs":[16],"to":[17,44,63,121,143,162],"the":[18,37,45,65,68,84,95,102,116,125,129,131,137,141,145,148,155,164,167,176,186,194],"population-based":[19,57],"solution":[20,149],"technique.":[21],"MKP":[23,66,152,196],"class":[26],"complex":[28],"problems":[30],"have":[32,60],"many":[33],"practical":[34,46],"applications":[35,47],"in":[36,67],"fields":[38],"engineering":[40],"and":[41,56,188],"sciences.":[42],"Due":[43],"MKP,":[49],"numerous":[50],"algorithmic-based":[51],"methods":[52],"like":[53],"local":[54],"search":[55,58,126],"algorithms":[59],"been":[61],"solve":[64],"past":[69],"few":[70],"decades.":[71],"This":[72],"paper":[73],"proposes":[74],"modified":[76],"binary":[77,96,169],"named":[81],"(Modified-BPIO)":[82],"for":[83,100],"0":[85],"-":[86],"1":[87],"multidimensional":[88,103],"knapsack":[89,104],"problem":[90,105],"(MKP).":[91],"utilization":[93],"(BPIO)":[99],"solving":[101],"came":[106],"with":[107,136,185],"huge":[108],"success.":[109],"However,":[110],"it":[111,172],"can":[112],"be":[113],"observed":[114],"BPIO":[117,142,187],"converges":[118],"prematurely":[119],"due":[120],"lost":[122],"diversity":[123,146],"during":[124],"activities.":[127],"Given":[128],"above,":[130],"crossover":[132],"operator":[133],"integrated":[135],"landmark":[138],"component":[139],"improve":[144],"space.":[150],"benchmarks":[153],"from":[154],"Operations":[156],"Research":[157],"(OR)":[158],"library":[159],"are":[160],"utilized":[161],"test":[163],"performance":[165,182],"method.":[170],"Experimentally,":[171],"concluded":[174],"Modified-BPIO":[178],"has":[179],"better":[181],"when":[183],"compared":[184],"existing":[189],"state-of-the-arts":[190],"worked":[192],"on":[193],"same":[195],"benchmarks.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}