{"id":"https://openalex.org/W2157470376","doi":"https://doi.org/10.1109/iske.2008.4730932","title":"The application of chaos genetic algorithm in the pid parameter optimization","display_name":"The application of chaos genetic algorithm in the pid parameter optimization","publication_year":2008,"publication_date":"2008-11-01","ids":{"openalex":"https://openalex.org/W2157470376","doi":"https://doi.org/10.1109/iske.2008.4730932","mag":"2157470376"},"language":"en","primary_location":{"id":"doi:10.1109/iske.2008.4730932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2008.4730932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 3rd International Conference on Intelligent System and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110662254","display_name":"Tiebin Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I257545875","display_name":"Hunan University of Humanities, Science and Technology","ror":"https://ror.org/00s7jmd98","country_code":"CN","type":"education","lineage":["https://openalex.org/I257545875"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiebin Wu","raw_affiliation_strings":["DDepartment of Communication and Control Engineering, Hunan Institute of Humanities, Science and Technology, Loudi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DDepartment of Communication and Control Engineering, Hunan Institute of Humanities, Science and Technology, Loudi, China","institution_ids":["https://openalex.org/I257545875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101892540","display_name":"Yun Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Cheng","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiafan Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I257545875","display_name":"Hunan University of Humanities, Science and Technology","ror":"https://ror.org/00s7jmd98","country_code":"CN","type":"education","lineage":["https://openalex.org/I257545875"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafan Tan","raw_affiliation_strings":["DDepartment of Communication and Control Engineering, Hunan Institute of Humanities, Science and Technology, Loudi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DDepartment of Communication and Control Engineering, Hunan Institute of Humanities, Science and Technology, Loudi, China","institution_ids":["https://openalex.org/I257545875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101981018","display_name":"Taoyun Zhou","orcid":"https://orcid.org/0000-0003-3373-4935"},"institutions":[{"id":"https://openalex.org/I257545875","display_name":"Hunan University of Humanities, Science and Technology","ror":"https://ror.org/00s7jmd98","country_code":"CN","type":"education","lineage":["https://openalex.org/I257545875"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taoyun Zhou","raw_affiliation_strings":["DDepartment of Communication and Control Engineering, Hunan Institute of Humanities, Science and Technology, Loudi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DDepartment of Communication and Control Engineering, Hunan Institute of Humanities, Science and Technology, Loudi, China","institution_ids":["https://openalex.org/I257545875"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6564,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87707396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"27","issue":null,"first_page":"230","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9390000104904175,"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"}},"topics":[{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9390000104904175,"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"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9362000226974487,"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/pid-controller","display_name":"PID controller","score":0.8351525664329529},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.6943404674530029},{"id":"https://openalex.org/keywords/ergodicity","display_name":"Ergodicity","score":0.649250328540802},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5846151113510132},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.5699606537818909},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5488265156745911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5443368554115295},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5419380068778992},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5041934251785278},{"id":"https://openalex.org/keywords/quality-control-and-genetic-algorithms","display_name":"Quality control and genetic algorithms","score":0.4628531038761139},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.46091702580451965},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44485563039779663},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.4338114261627197},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40962064266204834},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3928992748260498},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.362374484539032},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2770099639892578},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.25130605697631836},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2500210404396057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22764602303504944},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1875937283039093},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.14350122213363647},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0707637369632721}],"concepts":[{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.8351525664329529},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.6943404674530029},{"id":"https://openalex.org/C201779956","wikidata":"https://www.wikidata.org/wiki/Q5426803","display_name":"Ergodicity","level":2,"score":0.649250328540802},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5846151113510132},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.5699606537818909},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5488265156745911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5443368554115295},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5419380068778992},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5041934251785278},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.4628531038761139},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.46091702580451965},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44485563039779663},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.4338114261627197},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40962064266204834},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3928992748260498},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.362374484539032},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2770099639892578},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.25130605697631836},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2500210404396057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22764602303504944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1875937283039093},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.14350122213363647},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0707637369632721},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iske.2008.4730932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2008.4730932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 3rd International Conference on Intelligent System and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2392908544","https://openalex.org/W2393629523"],"related_works":["https://openalex.org/W2386479445","https://openalex.org/W2394075391","https://openalex.org/W2359481306","https://openalex.org/W2372119276","https://openalex.org/W2379073824","https://openalex.org/W2367416669","https://openalex.org/W2130432036","https://openalex.org/W2381977948","https://openalex.org/W1971842476","https://openalex.org/W2357058399"],"abstract_inverted_index":{"With":[0],"the":[1,31,58,79,95,99],"development":[2],"of":[3,15,19,33,57,62,94,114],"computer":[4],"technology":[5],"and":[6,50,87,105,109],"artificial":[7],"intelligence":[8],"in":[9,24,90],"automatic":[10],"control":[11],"field,":[12],"all":[13],"kinds":[14],"parameters":[16],"tuning":[17,39],"methods":[18,40],"PID":[20,34],"controller":[21],"have":[22],"emerged":[23],"endlessly,":[25],"which":[26,83],"bring":[27],"much":[28,110],"energy":[29],"for":[30],"study":[32],"controller,":[35],"but":[36],"many":[37],"advanced":[38],"behave":[41],"not":[42],"so":[43],"perfect":[44],"as":[45],"to":[46,66,74],"be":[47],"expected.":[48],"GA":[49],"chaos":[51,59,100],"optimizing":[52],"was":[53],"integrated,":[54],"by":[55],"use":[56],"serial\u2019s":[60],"property":[61],"\u201cergodicity,":[63],"randomicity,":[64],"regularity\u201d":[65],"generate":[67],"original":[68],"population;":[69],"adding":[70],"chaotic":[71],"fine":[72],"search":[73,81],"genetic":[75,101],"operation":[76],"greatly":[77],"improves":[78],"local":[80,85],"ability,":[82],"avoids":[84],"optimization":[86,107],"premature":[88],"convergence":[89],"effect.":[91],"The":[92],"results":[93],"simulation":[96],"demonstrate":[97],"that":[98,113],"algorithm":[102],"has":[103],"ideal":[104],"satisfied":[106],"result":[108],"better":[111],"than":[112],"common":[115],"Genetic":[116],"Algorithm.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}