{"id":"https://openalex.org/W2112042606","doi":"https://doi.org/10.1155/2015/192194","title":"A Novel Bioinspired Multiobjective Optimization Algorithm for Designing Wireless Sensor Networks in the Internet of Things","display_name":"A Novel Bioinspired Multiobjective Optimization Algorithm for Designing Wireless Sensor Networks in the Internet of Things","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2112042606","doi":"https://doi.org/10.1155/2015/192194","mag":"2112042606"},"language":"en","primary_location":{"id":"doi:10.1155/2015/192194","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/192194","pdf_url":"https://downloads.hindawi.com/journals/js/2015/192194.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"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 Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/js/2015/192194.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020146420","display_name":"Jun Huang","orcid":"https://orcid.org/0000-0001-9393-4416"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Huang","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021898892","display_name":"Liqian Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqian Xu","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090224468","display_name":"Cong-Cong Xing","orcid":"https://orcid.org/0000-0002-3431-3422"},"institutions":[{"id":"https://openalex.org/I47209331","display_name":"Nicholls State University","ror":"https://ror.org/04pq5x672","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I47209331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cong-cong Xing","raw_affiliation_strings":["Math and Computer Science Department, Nicholls State University, Thibodaux, LA 70310, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Math and Computer Science Department, Nicholls State University, Thibodaux, LA 70310, USA","institution_ids":["https://openalex.org/I47209331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001056903","display_name":"Qiang Duan","orcid":"https://orcid.org/0000-0001-7832-1937"},"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":"Qiang Duan","raw_affiliation_strings":["Information Science and Technology Department, The Pennsylvania State University, Abington, PA 19001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology Department, The Pennsylvania State University, Abington, PA 19001, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020146420"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.4538,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.83445331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.991599977016449,"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7922395467758179},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7255676984786987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6804561614990234},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5747479200363159},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5473905801773071},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5106373429298401},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.505704402923584},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4868301749229431},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4864477813243866},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4506717324256897},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4270496964454651},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.42691531777381897},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41288891434669495},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.2693522572517395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2417094111442566},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1517074704170227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13423866033554077},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07245683670043945}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7922395467758179},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7255676984786987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6804561614990234},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5747479200363159},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5473905801773071},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5106373429298401},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.505704402923584},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4868301749229431},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4864477813243866},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4506717324256897},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4270496964454651},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.42691531777381897},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41288891434669495},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2693522572517395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2417094111442566},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1517074704170227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13423866033554077},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07245683670043945},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"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:10.1155/2015/192194","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/192194","pdf_url":"https://downloads.hindawi.com/journals/js/2015/192194.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"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 Sensors","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/2015/192194","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/192194","pdf_url":"https://downloads.hindawi.com/journals/js/2015/192194.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"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 Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2112042606.pdf","grobid_xml":"https://content.openalex.org/works/W2112042606.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1508084509","https://openalex.org/W1542437639","https://openalex.org/W1585939719","https://openalex.org/W1595498733","https://openalex.org/W1607104331","https://openalex.org/W1973273224","https://openalex.org/W1984790372","https://openalex.org/W1991614519","https://openalex.org/W1997487288","https://openalex.org/W2003412293","https://openalex.org/W2027357590","https://openalex.org/W2036829090","https://openalex.org/W2036842679","https://openalex.org/W2053900989","https://openalex.org/W2054634198","https://openalex.org/W2062957065","https://openalex.org/W2085572003","https://openalex.org/W2094020968","https://openalex.org/W2099276641","https://openalex.org/W2106334424","https://openalex.org/W2107941094","https://openalex.org/W2121365620","https://openalex.org/W2126105956","https://openalex.org/W2131225860","https://openalex.org/W2131775716","https://openalex.org/W2150046657","https://openalex.org/W2161615220","https://openalex.org/W2165171393","https://openalex.org/W2436767573"],"related_works":["https://openalex.org/W2363465025","https://openalex.org/W2347969533","https://openalex.org/W2394153495","https://openalex.org/W2388217074","https://openalex.org/W2612694818","https://openalex.org/W4308079021","https://openalex.org/W2155027171","https://openalex.org/W1527337688","https://openalex.org/W2016475942","https://openalex.org/W2048054807"],"abstract_inverted_index":{"The":[0,171],"design":[1,26],"of":[2,10,24,67,72,80,108,130,168,190],"wireless":[3],"sensor":[4],"networks":[5],"(WSNs)":[6],"in":[7,36,188],"the":[8,52,58,69,77,81,87,106,116,120,128,139,146,152,161,166,169,176],"Internet":[9],"Things":[11],"(IoT)":[12],"faces":[13],"many":[14],"new":[15,45],"challenges":[16],"that":[17,175],"must":[18],"be":[19],"addressed":[20],"through":[21],"an":[22,32],"optimization":[23,30,48,61],"multiple":[25],"objectives.":[27],"Therefore,":[28],"multiobjective":[29,47,100],"is":[31],"important":[33],"research":[34],"topic":[35],"this":[37,40],"field.":[38],"In":[39],"paper,":[41],"we":[42,103,126,150],"develop":[43],"a":[44,73,99],"efficient":[46],"algorithm":[49,117,140,178],"based":[50],"on":[51,183],"chaotic":[53,70],"ant":[54,59,75,82],"swarm":[55],"(CAS).":[56],"Unlike":[57],"colony":[60],"(ACO)":[62],"algorithm,":[63],"CAS":[64,88],"takes":[65],"advantage":[66],"both":[68],"behavior":[71,79],"single":[74],"and":[76,89,94,111,143,159,195],"self-organization":[78],"colony.":[83],"We":[84],"first":[85,104],"describe":[86],"its":[90],"nonlinear":[91],"dynamic":[92],"model":[93],"then":[95],"extend":[96],"it":[97],"to":[98,114,118,137,141,144,164],"optimizer.":[101],"Specifically,":[102],"adopt":[105],"concepts":[107],"\u201cnondominated":[109],"sorting\u201d":[110],"\u201ccrowding":[112],"distance\u201d":[113],"allow":[115],"obtain":[119],"true":[121],"or":[122],"near":[123],"optimum.":[124],"Next,":[125],"redefine":[127],"rule":[129],"\u201cneighbor\u201d":[131],"selection":[132],"for":[133],"each":[134,157],"individual":[135],"(ant)":[136],"enable":[138],"converge":[142],"distribute":[145],"solutions":[147],"evenly.":[148],"Also,":[149],"collect":[151],"current":[153],"best":[154],"individuals":[155],"within":[156],"generation":[158],"employ":[160],"\u201carchive-based\u201d":[162],"approach":[163],"expedite":[165],"convergence":[167],"algorithm.":[170],"numerical":[172],"experiments":[173],"show":[174],"proposed":[177],"outperforms":[179],"two":[180],"leading":[181],"algorithms":[182],"most":[184],"well-known":[185],"test":[186],"instances":[187],"terms":[189],"Generational":[191],"Distance,":[192],"Error":[193],"Ratio,":[194],"Spacing.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}