{"id":"https://openalex.org/W3157741238","doi":"https://doi.org/10.1155/2021/6630322","title":"Clone Chaotic Parallel Evolutionary Algorithm for Low-Energy Clustering in High-Density Wireless Sensor Networks","display_name":"Clone Chaotic Parallel Evolutionary Algorithm for Low-Energy Clustering in High-Density Wireless Sensor Networks","publication_year":2021,"publication_date":"2021-04-29","ids":{"openalex":"https://openalex.org/W3157741238","doi":"https://doi.org/10.1155/2021/6630322","mag":"3157741238"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6630322","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6630322","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/6630322.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"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":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/6630322.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028903933","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0002-9429-389X"},"institutions":[{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Yang","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi 8320003, Xinjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-9429-389X","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi 8320003, Xinjiang, China","institution_ids":["https://openalex.org/I102208913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102008835","display_name":"Mengying Xu","orcid":"https://orcid.org/0000-0003-1862-6709"},"institutions":[{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengying Xu","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi 8320003, Xinjiang, China"],"raw_orcid":"https://orcid.org/0000-0003-1862-6709","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi 8320003, Xinjiang, China","institution_ids":["https://openalex.org/I102208913"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003189850","display_name":"Jie Zhou","orcid":"https://orcid.org/0000-0003-2406-3981"},"institutions":[{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Zhou","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi 8320003, Xinjiang, China"],"raw_orcid":"https://orcid.org/0000-0003-2406-3981","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi 8320003, Xinjiang, China","institution_ids":["https://openalex.org/I102208913"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003189850"],"corresponding_institution_ids":["https://openalex.org/I102208913"],"apc_list":{"value":2000,"currency":"USD","value_usd":2000},"apc_paid":{"value":2000,"currency":"USD","value_usd":2000},"fwci":0.7795,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72612556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.984000027179718,"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/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.9491000175476074,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8120701909065247},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6809306144714355},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6484246253967285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6376779079437256},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6247107982635498},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5669909119606018},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5134445428848267},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.4537026584148407},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43794721364974976},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4345756471157074},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4199789762496948},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3545057475566864},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33919525146484375},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.24306225776672363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22710657119750977},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14141207933425903},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13476136326789856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12245103716850281}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8120701909065247},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6809306144714355},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6484246253967285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6376779079437256},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6247107982635498},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5669909119606018},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5134445428848267},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.4537026584148407},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43794721364974976},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4345756471157074},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4199789762496948},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3545057475566864},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33919525146484375},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.24306225776672363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22710657119750977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14141207933425903},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13476136326789856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12245103716850281},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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":2,"locations":[{"id":"doi:10.1155/2021/6630322","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6630322","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/6630322.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"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":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b0d89869ba704dc1b599c3fe6558475b","is_oa":false,"landing_page_url":"https://doaj.org/article/b0d89869ba704dc1b599c3fe6558475b","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6630322","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6630322","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/6630322.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"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":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G2465533911","display_name":null,"funder_award_id":"ZZZC201915B","funder_id":"https://openalex.org/F4320330448","funder_display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps"},{"id":"https://openalex.org/G4083691118","display_name":null,"funder_award_id":"2018CB006","funder_id":"https://openalex.org/F4320330448","funder_display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps"},{"id":"https://openalex.org/G4479353527","display_name":null,"funder_award_id":"2020CB001","funder_id":"https://openalex.org/F4320330448","funder_display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps"},{"id":"https://openalex.org/G4611892408","display_name":null,"funder_award_id":"RCZK2018C38","funder_id":"https://openalex.org/F4320322542","funder_display_name":"Shihezi University"},{"id":"https://openalex.org/G5264161846","display_name":null,"funder_award_id":"2018CB006","funder_id":"https://openalex.org/F4320322542","funder_display_name":"Shihezi University"},{"id":"https://openalex.org/G6751657884","display_name":null,"funder_award_id":"2020CB001","funder_id":"https://openalex.org/F4320322542","funder_display_name":"Shihezi University"},{"id":"https://openalex.org/G73036591","display_name":null,"funder_award_id":"ZZZC201915B","funder_id":"https://openalex.org/F4320322542","funder_display_name":"Shihezi University"},{"id":"https://openalex.org/G7545478518","display_name":null,"funder_award_id":"RCZK2018C38","funder_id":"https://openalex.org/F4320330448","funder_display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps"}],"funders":[{"id":"https://openalex.org/F4320322542","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78"},{"id":"https://openalex.org/F4320330448","display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3157741238.pdf","grobid_xml":"https://content.openalex.org/works/W3157741238.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1513827018","https://openalex.org/W1540544878","https://openalex.org/W1622584878","https://openalex.org/W1975664318","https://openalex.org/W1981457728","https://openalex.org/W2009721106","https://openalex.org/W2042881747","https://openalex.org/W2043278974","https://openalex.org/W2053810939","https://openalex.org/W2075229149","https://openalex.org/W2079210359","https://openalex.org/W2080757633","https://openalex.org/W2088417824","https://openalex.org/W2096951196","https://openalex.org/W2097379895","https://openalex.org/W2124777314","https://openalex.org/W2169480110","https://openalex.org/W2278898588","https://openalex.org/W2284171488","https://openalex.org/W2303253840","https://openalex.org/W2321078907","https://openalex.org/W2346586042","https://openalex.org/W2436059898","https://openalex.org/W2559505613","https://openalex.org/W2566493394","https://openalex.org/W2567013562","https://openalex.org/W2572182044","https://openalex.org/W2626643556","https://openalex.org/W2734717785","https://openalex.org/W2735204038","https://openalex.org/W2743882187","https://openalex.org/W2754467697","https://openalex.org/W2776256324","https://openalex.org/W2810103678","https://openalex.org/W2888884010","https://openalex.org/W2895430722","https://openalex.org/W2902335478","https://openalex.org/W2910783523","https://openalex.org/W2911036432","https://openalex.org/W2912348842","https://openalex.org/W2942899003","https://openalex.org/W2946036490","https://openalex.org/W2947375827","https://openalex.org/W2964034232","https://openalex.org/W2966912087","https://openalex.org/W2971190244","https://openalex.org/W2983435741","https://openalex.org/W2984291819","https://openalex.org/W3000627755","https://openalex.org/W3003027058","https://openalex.org/W3005626888","https://openalex.org/W3017535018","https://openalex.org/W3023955132","https://openalex.org/W3102580981","https://openalex.org/W3144240269","https://openalex.org/W4244038527","https://openalex.org/W4253329046","https://openalex.org/W6645681193"],"related_works":["https://openalex.org/W2004708907","https://openalex.org/W2067147118","https://openalex.org/W2392013129","https://openalex.org/W2025427163","https://openalex.org/W2113777112","https://openalex.org/W2884994975","https://openalex.org/W2377429601","https://openalex.org/W2386043911","https://openalex.org/W3134384462","https://openalex.org/W2125094050"],"abstract_inverted_index":{"Because":[0],"the":[1,71,81,91,105,112,118,123,132,138,142,144,163,174],"sensors":[2],"are":[3],"constrained":[4,31],"in":[5,15],"energy":[6,39,73,93,107,182],"capabilities,":[7],"low-energy":[8,42,64,82],"clustering":[9,32,43,65],"has":[10],"become":[11],"a":[12,36,41,52,63,100,179],"challenging":[13],"problem":[14],"high-density":[16],"wireless":[17],"sensor":[18,22],"networks":[19],"(HDWSNs).":[20],"Usually,":[21],"nodes":[23],"tend":[24],"to":[25,69,103,115,121,126,135,150],"be":[26,46],"tiny":[27],"devices":[28],"along":[29],"with":[30,165],"abilities.":[33],"To":[34],"have":[35],"low":[37],"communication":[38,72,92,106,181],"consumption,":[40],"scheme":[44],"should":[45],"designed":[47,88],"properly.":[48],"In":[49,141],"this":[50,96],"work,":[51],"new":[53],"cloned":[54],"chaotic":[55,113],"parallel":[56,133],"evolution":[57],"algorithm":[58],"(CCPEA)":[59],"is":[60,67,87,148],"proposed,":[61],"and":[62,130,158,184,190],"model":[66],"established":[68],"lower":[70,180],"consumption":[74,108,183],"of":[75,109,146,153,168],"HDWSNs.":[76],"By":[77],"introducing":[78],"CCPEA":[79,147,176],"into":[80],"clustering,":[83],"an":[84],"objective":[85],"function":[86],"for":[89,162],"evaluating":[90],"consumption.":[94],"For":[95],"problem,":[97],"we":[98],"define":[99],"clone":[101],"operator":[102,114,134],"minimize":[104],"HDWSNs,":[110],"use":[111],"randomly":[116],"generate":[117],"initial":[119],"population":[120],"expand":[122],"search":[124],"range":[125],"avoid":[127],"local":[128],"optimization,":[129],"find":[131],"speed":[136,187],"up":[137],"convergence":[139,186],"speed.":[140],"experiment,":[143],"effect":[145],"compared":[149],"heuristic":[151],"approaches":[152],"particle":[154],"swarm":[155],"optimization":[156],"(PSO)":[157],"simulated":[159],"annealing":[160],"(SA)":[161],"HDWSNs":[164],"different":[166],"numbers":[167],"sensors.":[169],"Simulation":[170],"experiments":[171],"demonstrate":[172],"that":[173],"presented":[175],"method":[177],"achieves":[178],"faster":[185],"than":[188],"PSO":[189],"SA.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
