{"id":"https://openalex.org/W2513503121","doi":"https://doi.org/10.1155/2016/6204728","title":"A Novel Hybrid Clonal Selection Algorithm with Combinatorial Recombination and Modified Hypermutation Operators for Global Optimization","display_name":"A Novel Hybrid Clonal Selection Algorithm with Combinatorial Recombination and Modified Hypermutation Operators for Global Optimization","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2513503121","doi":"https://doi.org/10.1155/2016/6204728","mag":"2513503121","pmid":"https://pubmed.ncbi.nlm.nih.gov/27698662"},"language":"en","primary_location":{"id":"doi:10.1155/2016/6204728","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6204728","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/6204728.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"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":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cin/2016/6204728.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100446728","display_name":"Weiwei Zhang","orcid":"https://orcid.org/0000-0001-7836-8874"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiwei Zhang","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China"],"raw_orcid":"https://orcid.org/0000-0001-7836-8874","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043915013","display_name":"Jingjing Lin","orcid":"https://orcid.org/0000-0002-8116-1257"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Lin","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021516433","display_name":"Honglei Jing","orcid":"https://orcid.org/0000-0002-0156-6474"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglei Jing","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085474562","display_name":"Qiuwen Zhang","orcid":"https://orcid.org/0000-0002-8533-7088"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuwen Zhang","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China"],"raw_orcid":"https://orcid.org/0000-0002-8533-7088","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I23171815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100446728"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.8751,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74886568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9968000054359436,"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/T10580","display_name":"Immunotherapy and Immune Responses","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/somatic-hypermutation","display_name":"Somatic hypermutation","score":0.6093668341636658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5999647378921509},{"id":"https://openalex.org/keywords/clonal-selection-algorithm","display_name":"Clonal selection algorithm","score":0.5653088092803955},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5329590439796448},{"id":"https://openalex.org/keywords/clonal-selection","display_name":"Clonal selection","score":0.529617190361023},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5077539682388306},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4839623272418976},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44700387120246887},{"id":"https://openalex.org/keywords/recombination","display_name":"Recombination","score":0.44619259238243103},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.4255455732345581},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33776071667671204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27302759885787964},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.2652532458305359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2328425645828247},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.227937251329422},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.18357950448989868}],"concepts":[{"id":"https://openalex.org/C128526571","wikidata":"https://www.wikidata.org/wiki/Q619302","display_name":"Somatic hypermutation","level":4,"score":0.6093668341636658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5999647378921509},{"id":"https://openalex.org/C2778138027","wikidata":"https://www.wikidata.org/wiki/Q5134949","display_name":"Clonal selection algorithm","level":3,"score":0.5653088092803955},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5329590439796448},{"id":"https://openalex.org/C2776954793","wikidata":"https://www.wikidata.org/wiki/Q1150780","display_name":"Clonal selection","level":2,"score":0.529617190361023},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5077539682388306},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4839623272418976},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44700387120246887},{"id":"https://openalex.org/C156695909","wikidata":"https://www.wikidata.org/wiki/Q3373825","display_name":"Recombination","level":3,"score":0.44619259238243103},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.4255455732345581},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33776071667671204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27302759885787964},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.2652532458305359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2328425645828247},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.227937251329422},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.18357950448989868},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2778453870","wikidata":"https://www.wikidata.org/wiki/Q188930","display_name":"B cell","level":3,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C159654299","wikidata":"https://www.wikidata.org/wiki/Q79460","display_name":"Antibody","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003001","descriptor_name":"Cloning, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003001","descriptor_name":"Cloning, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003001","descriptor_name":"Cloning, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007107","descriptor_name":"Immune System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007107","descriptor_name":"Immune System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007107","descriptor_name":"Immune System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018448","descriptor_name":"Models, Immunological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018448","descriptor_name":"Models, Immunological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018448","descriptor_name":"Models, Immunological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1155/2016/6204728","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6204728","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/6204728.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"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":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:27698662","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27698662","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:europepmc.org:4005417","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5031906","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2016/6204728","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6204728","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/6204728.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"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":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G113182733","display_name":"\u57fa\u4e8e\u81ea\u7136\u56fe\u50cf\u7edf\u8ba1\u548c\u89c6\u89c9\u53bb\u5197\u4f59\u673a\u5236\u7684\u5f69\u8272\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7","funder_award_id":"61401404","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1405999004","display_name":null,"funder_award_id":"17B510011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1542240400","display_name":null,"funder_award_id":"61402422","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G2069807238","display_name":null,"funder_award_id":"17HASTIT022","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G2216077753","display_name":null,"funder_award_id":"17HASTIT022","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G28045980","display_name":null,"funder_award_id":"17B510011","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G2848998308","display_name":null,"funder_award_id":"17B510011","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G3081042582","display_name":null,"funder_award_id":"15A520033","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G3135497084","display_name":null,"funder_award_id":"61403349","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G3142741738","display_name":null,"funder_award_id":"61302118","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G3579563037","display_name":null,"funder_award_id":"2013BSJJ044","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G4042198706","display_name":null,"funder_award_id":"2013BSJJ044","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G4191613442","display_name":null,"funder_award_id":"17B510011","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G4401436442","display_name":null,"funder_award_id":"61302118","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G4655000217","display_name":null,"funder_award_id":"61401404","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G4857395719","display_name":null,"funder_award_id":"61401404","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G508779099","display_name":null,"funder_award_id":"61501405","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G511341210","display_name":null,"funder_award_id":"61402422","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G5255246631","display_name":null,"funder_award_id":"17HASTIT022","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G5730595532","display_name":null,"funder_award_id":"61302118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G585219783","display_name":null,"funder_award_id":"61403349","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5983103004","display_name":null,"funder_award_id":"14B520066","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G6570257011","display_name":null,"funder_award_id":"61302118","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G6766197515","display_name":null,"funder_award_id":"61501405","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G6840090829","display_name":null,"funder_award_id":"15A520033","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G7092737139","display_name":null,"funder_award_id":"17HASTIT022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7508442580","display_name":null,"funder_award_id":"15A520033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7581153685","display_name":null,"funder_award_id":"2013BSJJ044","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7643634803","display_name":null,"funder_award_id":"14B520066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G768296592","display_name":null,"funder_award_id":"61501405","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7969854587","display_name":null,"funder_award_id":"61402422","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G8113017706","display_name":null,"funder_award_id":"61403349","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G8189656638","display_name":null,"funder_award_id":"15A520033","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G8240930226","display_name":null,"funder_award_id":"61402422","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8330562385","display_name":null,"funder_award_id":"61403349","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"},{"id":"https://openalex.org/G8755615221","display_name":null,"funder_award_id":"14B520066","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G991045320","display_name":null,"funder_award_id":"14B520066","funder_id":"https://openalex.org/F4320322770","funder_display_name":"Foundation of Henan Educational Committee"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322501","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16"},{"id":"https://openalex.org/F4320322766","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21"},{"id":"https://openalex.org/F4320322770","display_name":"Foundation of Henan Educational Committee","ror":"https://ror.org/00xvf9d29"},{"id":"https://openalex.org/F4320325625","display_name":"Education Department of Henan Province","ror":null},{"id":"https://openalex.org/F4320336613","display_name":"Science and Technology Innovation Talents in Universities of Henan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2513503121.pdf","grobid_xml":"https://content.openalex.org/works/W2513503121.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1580533329","https://openalex.org/W1636026558","https://openalex.org/W1777985119","https://openalex.org/W1865323736","https://openalex.org/W1965882418","https://openalex.org/W1972250536","https://openalex.org/W1981089080","https://openalex.org/W1987475336","https://openalex.org/W1999218527","https://openalex.org/W2000594030","https://openalex.org/W2011587419","https://openalex.org/W2021428123","https://openalex.org/W2021822173","https://openalex.org/W2021904477","https://openalex.org/W2024518622","https://openalex.org/W2039847237","https://openalex.org/W2049450500","https://openalex.org/W2051053528","https://openalex.org/W2054139477","https://openalex.org/W2067996802","https://openalex.org/W2077293630","https://openalex.org/W2081495380","https://openalex.org/W2082443476","https://openalex.org/W2084281621","https://openalex.org/W2087682696","https://openalex.org/W2089277894","https://openalex.org/W2108398740","https://openalex.org/W2108615722","https://openalex.org/W2110368321","https://openalex.org/W2110548707","https://openalex.org/W2111323388","https://openalex.org/W2112667413","https://openalex.org/W2117672886","https://openalex.org/W2118044993","https://openalex.org/W2119430977","https://openalex.org/W2119859584","https://openalex.org/W2120073521","https://openalex.org/W2131613989","https://openalex.org/W2137340504","https://openalex.org/W2137514952","https://openalex.org/W2137783816","https://openalex.org/W2164934768","https://openalex.org/W2172157601","https://openalex.org/W2243946488","https://openalex.org/W2317021398","https://openalex.org/W2512379863","https://openalex.org/W3105346980"],"related_works":["https://openalex.org/W2374810494","https://openalex.org/W2389668408","https://openalex.org/W2116506047","https://openalex.org/W1524585208","https://openalex.org/W2162417883","https://openalex.org/W2127174963","https://openalex.org/W2117946500","https://openalex.org/W2089277894","https://openalex.org/W2357955961","https://openalex.org/W2043993508"],"abstract_inverted_index":{"Artificial":[0],"immune":[1,17,20],"system":[2,21],"is":[3,79,112,186],"one":[4],"of":[5,46,96,124,138,172],"the":[6,27,44,53,59,75,88,97,101,134,139,165,170,178,183],"most":[7],"recently":[8],"introduced":[9,113],"intelligence":[10],"methods":[11],"which":[12],"was":[13],"inspired":[14,22,73],"by":[15,74,99],"biological":[16,76],"system.":[18],"Most":[19],"algorithms":[23,35,180],"are":[24,130],"based":[25],"on":[26],"clonal":[28,33],"selection":[29,34],"principle,":[30],"known":[31],"as":[32],"(CSAs).":[36],"When":[37],"coping":[38],"with":[39,43,146,150,156,177],"complex":[40],"optimization":[41],"problems":[42],"characteristics":[45],"multimodality,":[47],"high":[48],"dimension,":[49],"rotation,":[50],"and":[51,62,118,136,141,154,158],"composition,":[52],"traditional":[54],"CSAs":[55],"often":[56],"suffer":[57],"from":[58,103],"premature":[60],"convergence":[61],"unsatisfied":[63],"accuracy.":[64],"To":[65],"address":[66],"these":[67],"concerning":[68],"issues,":[69],"a":[70,108],"recombination":[71,78,84,140,151,157],"operator":[72,85,111,152,161],"combinatorial":[77],"proposed":[80,166,184],"at":[81],"first.":[82],"The":[83,144],"could":[86],"generate":[87],"promising":[89,117],"candidate":[90,120],"solution":[91],"to":[92,114,132],"enhance":[93],"search":[94],"ability":[95],"CSA":[98,149,155],"fusing":[100],"information":[102],"random":[104],"chosen":[105],"parents.":[106],"Furthermore,":[107],"modified":[109,159],"hypermutation":[110,142,160],"construct":[115],"more":[116],"efficient":[119],"solutions.":[121],"A":[122],"set":[123],"16":[125],"common":[126],"used":[127],"benchmark":[128],"functions":[129],"adopted":[131],"test":[133],"effectiveness":[135],"efficiency":[137],"operators.":[143],"comparisons":[145],"classic":[147,173],"CSA,":[148],"(RCSA),":[153],"(RHCSA)":[162],"demonstrate":[163],"that":[164,182],"algorithm":[167,185],"significantly":[168],"improves":[169],"performance":[171],"CSA.":[174],"Moreover,":[175],"comparison":[176],"state-of-the-art":[179],"shows":[181],"quite":[187],"competitive.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}