{"id":"https://openalex.org/W3041103706","doi":"https://doi.org/10.1155/2020/7686724","title":"A Novel Genetic Algorithm-Based Optimization Framework for the Improvement of Near-Infrared Quantitative Calibration Models","display_name":"A Novel Genetic Algorithm-Based Optimization Framework for the Improvement of Near-Infrared Quantitative Calibration Models","publication_year":2020,"publication_date":"2020-07-10","ids":{"openalex":"https://openalex.org/W3041103706","doi":"https://doi.org/10.1155/2020/7686724","mag":"3041103706","pmid":"https://pubmed.ncbi.nlm.nih.gov/32695153"},"language":"en","primary_location":{"id":"doi:10.1155/2020/7686724","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/7686724","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/7686724.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","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2020/7686724.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101696448","display_name":"Quanxi Feng","orcid":"https://orcid.org/0000-0002-7720-4453"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanxi Feng","raw_affiliation_strings":["Center for Data Analysis and Algorithm Technology, Guilin University of Technology, Guilin 541004, China","College of Science, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Data Analysis and Algorithm Technology, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"College of Science, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057917454","display_name":"Huazhou Chen","orcid":"https://orcid.org/0000-0003-4770-020X"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huazhou Chen","raw_affiliation_strings":["Center for Data Analysis and Algorithm Technology, Guilin University of Technology, Guilin 541004, China","College of Science, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":"https://orcid.org/0000-0003-4770-020X","affiliations":[{"raw_affiliation_string":"Center for Data Analysis and Algorithm Technology, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"College of Science, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024476813","display_name":"Hai Xie","orcid":"https://orcid.org/0000-0001-6258-9787"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Xie","raw_affiliation_strings":["College of Science, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101826002","display_name":"Ken Cai","orcid":"https://orcid.org/0000-0002-5454-7613"},"institutions":[{"id":"https://openalex.org/I94357780","display_name":"Zhongkai University of Agriculture and Engineering","ror":"https://ror.org/000b7ms85","country_code":"CN","type":"education","lineage":["https://openalex.org/I94357780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ken Cai","raw_affiliation_strings":["College of Automation, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China","institution_ids":["https://openalex.org/I94357780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008272151","display_name":"Bin Lin","orcid":"https://orcid.org/0000-0001-6360-5435"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Lin","raw_affiliation_strings":["Center for Data Analysis and Algorithm Technology, Guilin University of Technology, Guilin 541004, China","College of Science, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Data Analysis and Algorithm Technology, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"College of Science, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026776669","display_name":"Lili Xu","orcid":"https://orcid.org/0000-0002-7766-9808"},"institutions":[{"id":"https://openalex.org/I4210128032","display_name":"Beibu Gulf University","ror":"https://ror.org/031j0at32","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Xu","raw_affiliation_strings":["College of Marine Sciences, Beibu Gulf University, Qinzhou 535011, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marine Sciences, Beibu Gulf University, Qinzhou 535011, China","institution_ids":["https://openalex.org/I4210128032"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057917454"],"corresponding_institution_ids":["https://openalex.org/I38706770"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.878,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.67787682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10333","display_name":"Meat and Animal Product Quality","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6647433042526245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6113482117652893},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.5584001541137695},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5359843969345093},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48146119713783264},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4372618794441223},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43404263257980347},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.353100061416626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2571207880973816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21457484364509583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21068590879440308},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1192026138305664}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6647433042526245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6113482117652893},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.5584001541137695},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5359843969345093},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48146119713783264},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4372618794441223},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43404263257980347},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.353100061416626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2571207880973816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21457484364509583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21068590879440308},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1192026138305664},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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}],"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":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2020/7686724","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/7686724","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/7686724.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:32695153","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32695153","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:doaj.org/article:ca8f17e79f7e4ff7b63b82c9fab215b5","is_oa":true,"landing_page_url":"https://doaj.org/article/ca8f17e79f7e4ff7b63b82c9fab215b5","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":"Computational Intelligence and Neuroscience, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7368966","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7368966","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/7686724","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/7686724","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/7686724.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":[{"score":0.699999988079071,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G6077320961","display_name":null,"funder_award_id":"2018GXNSFAA050045","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7627342658","display_name":null,"funder_award_id":"61763008","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G7634861003","display_name":null,"funder_award_id":"61505037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7819595430","display_name":null,"funder_award_id":"202002030246","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8023250374","display_name":null,"funder_award_id":"61505037","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G8349865749","display_name":null,"funder_award_id":"2018GXNSFAA050045","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G8671013530","display_name":null,"funder_award_id":"61763008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8825683442","display_name":null,"funder_award_id":"202002030246","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3041103706.pdf","grobid_xml":"https://content.openalex.org/works/W3041103706.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1975623412","https://openalex.org/W1978864727","https://openalex.org/W1996195892","https://openalex.org/W1998894959","https://openalex.org/W1999853225","https://openalex.org/W2003008699","https://openalex.org/W2042980460","https://openalex.org/W2043689097","https://openalex.org/W2051299260","https://openalex.org/W2052600159","https://openalex.org/W2052765863","https://openalex.org/W2056932148","https://openalex.org/W2066536516","https://openalex.org/W2084344423","https://openalex.org/W2086447275","https://openalex.org/W2088517139","https://openalex.org/W2089199691","https://openalex.org/W2122689321","https://openalex.org/W2145099684","https://openalex.org/W2156748421","https://openalex.org/W2269037450","https://openalex.org/W2301557743","https://openalex.org/W2313561591","https://openalex.org/W2328147599","https://openalex.org/W2533346122","https://openalex.org/W2545582848","https://openalex.org/W2568781656","https://openalex.org/W2617608232","https://openalex.org/W2765945751","https://openalex.org/W2911863681","https://openalex.org/W2916967278","https://openalex.org/W2954831495","https://openalex.org/W2991682949","https://openalex.org/W3025950803"],"related_works":["https://openalex.org/W2347477706","https://openalex.org/W1943663474","https://openalex.org/W4299389082","https://openalex.org/W2306830238","https://openalex.org/W2110294633","https://openalex.org/W1829715381","https://openalex.org/W2962747841","https://openalex.org/W2630967916","https://openalex.org/W2392589811","https://openalex.org/W2014162767"],"abstract_inverted_index":{"The":[0,46,185,221],"global":[1],"fishmeal":[2,44,169,199],"production":[3],"is":[4,11,53,66,192,223],"used":[5],"for":[6,37,81,117,128,148,194,213,230],"animal":[7,30],"feed,":[8],"and":[9,24,100,156,235],"protein":[10,41,170],"the":[12,26,49,56,61,85,102,105,115,129,138,142,149,153,157,161,164,175,180,189,215],"main":[13],"component":[14],"that":[15,188],"provides":[16],"nutrition":[17,27],"to":[18,22,29,54,109,225],"animals.":[19],"In":[20,70,84,135],"order":[21],"monitor":[23],"control":[25],"supply":[28],"husbandry,":[31],"near-infrared":[32],"(NIR)":[33],"technology":[34],"was":[35,79,146,171,202],"utilized":[36],"rapid":[38],"detection":[39],"of":[40,48,63,77,132,137,152,198,217,237],"contents":[42],"in":[43,104,124],"samples.":[45],"aim":[47],"NIR":[50,82,89,133,165,195,218],"quantitative":[51,196],"calibration":[52,183,219],"enhance":[55],"model":[57],"prediction":[58,166],"ability,":[59],"where":[60],"study":[62],"chemometric":[64],"algorithms":[65],"inevitably":[67],"on":[68,168],"demand.":[69],"this":[71],"work,":[72],"a":[73],"novel":[74],"optimization":[75,131],"framework":[76,191,222],"GSMW-LPC-GA":[78,162],"constructed":[80],"calibration.":[83],"framework,":[86,163],"some":[87,232],"informative":[88],"wavebands":[90],"were":[91,107],"selected":[92],"by":[93,177],"grid":[94],"search":[95],"moving":[96,181],"window":[97,182],"(GSMW)":[98],"strategy,":[99],"then":[101],"variables/wavelengths":[103],"waveband":[106],"transformed":[108],"latent":[110],"principal":[111],"components":[112],"(LPCs)":[113],"as":[114,126,205],"inputs":[116],"genetic":[118],"algorithm":[119],"(GA)":[120],"optimization.":[121],"GA":[122,201],"operates":[123],"iterations":[125],"implementation":[127],"secondary":[130],"wavebands.":[134],"steps":[136],"variable's":[139],"population":[140],"evolution,":[141],"parametric":[143],"scaling":[144],"mode":[145],"investigated":[147],"optimal":[150],"determination":[151,197],"crossover":[154],"probability":[155],"mutation":[158],"operator.":[159],"With":[160],"effect":[167,176],"experimentally":[172],"better":[173],"than":[174],"simply":[178],"adopting":[179],"model.":[184],"results":[186],"demonstrate":[187],"proposed":[190],"suitable":[193],"protein.":[200],"eventually":[203],"regarded":[204],"an":[206,210,227],"implementable":[207],"method":[208],"providing":[209],"efficient":[211,228],"strategy":[212,229],"improving":[214],"performance":[216],"models.":[220],"expected":[224],"provide":[226],"analyzing":[231],"unknown":[233],"changes":[234],"influence":[236],"various":[238],"fertilizers.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"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"}