{"id":"https://openalex.org/W1976470271","doi":"https://doi.org/10.1109/cec.2008.4630823","title":"The performance of genetic algorithms in dynamic optimization problems","display_name":"The performance of genetic algorithms in dynamic optimization problems","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W1976470271","doi":"https://doi.org/10.1109/cec.2008.4630823","mag":"1976470271"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2008.4630823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4630823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","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/A5100455129","display_name":"Hang Li","orcid":"https://orcid.org/0000-0002-1230-4007"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hang Li","raw_affiliation_strings":["Department of Management, Civil Aviation University of China, Tianjin, China","Dept. of Manage., Civil Aviation Univ. of China, Tianjin"],"affiliations":[{"raw_affiliation_string":"Department of Management, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"Dept. of Manage., Civil Aviation Univ. of China, Tianjin","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101423504","display_name":"Minqiang Li","orcid":"https://orcid.org/0000-0001-7929-3747"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minqiang Li","raw_affiliation_strings":["Department of Management, Tianjin University, TJU, Tianjin, China","Department of Management, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Department of Management, Tianjin University, TJU, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Department of Management, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072243968","display_name":"Jiezhi Wang","orcid":"https://orcid.org/0009-0005-5719-4971"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiezhi Wang","raw_affiliation_strings":["Department of Mathematic, Civil Aviation University of China, Tianjin, China","Department of Management, Civil Aviation University of China, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematic, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"Department of Management, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100455129"],"corresponding_institution_ids":["https://openalex.org/I28813325"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.05761464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"364","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9901999831199646,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9901999831199646,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9702000021934509,"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/computer-science","display_name":"Computer science","score":0.6783689856529236},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6484843492507935},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6053022146224976},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5616851449012756},{"id":"https://openalex.org/keywords/dynamic-problem","display_name":"Dynamic problem","score":0.5456271171569824},{"id":"https://openalex.org/keywords/dynamic-balance","display_name":"Dynamic balance","score":0.5404765009880066},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5090110301971436},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.48629769682884216},{"id":"https://openalex.org/keywords/quality-control-and-genetic-algorithms","display_name":"Quality control and genetic algorithms","score":0.46967679262161255},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4611611068248749},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3684021830558777},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15525460243225098},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15355336666107178},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1457117199897766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6783689856529236},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6484843492507935},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6053022146224976},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5616851449012756},{"id":"https://openalex.org/C99580578","wikidata":"https://www.wikidata.org/wiki/Q5319002","display_name":"Dynamic problem","level":2,"score":0.5456271171569824},{"id":"https://openalex.org/C166151169","wikidata":"https://www.wikidata.org/wiki/Q16946937","display_name":"Dynamic balance","level":2,"score":0.5404765009880066},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5090110301971436},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.48629769682884216},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.46967679262161255},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4611611068248749},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3684021830558777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15525460243225098},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15355336666107178},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1457117199897766},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2008.4630823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4630823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","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":6,"referenced_works":["https://openalex.org/W128316711","https://openalex.org/W1901980892","https://openalex.org/W2049816819","https://openalex.org/W2171696855","https://openalex.org/W2740529061","https://openalex.org/W6605189491"],"related_works":["https://openalex.org/W2379073824","https://openalex.org/W2367416669","https://openalex.org/W2130432036","https://openalex.org/W2381977948","https://openalex.org/W2360016425","https://openalex.org/W71624805","https://openalex.org/W2347449522","https://openalex.org/W2348064796","https://openalex.org/W2354309204","https://openalex.org/W2337159537"],"abstract_inverted_index":{"In":[0],"dynamic":[1,29,47,65],"optimization":[2,66],"problems,":[3],"both":[4],"the":[5,8,17,22,25,28,32,50,54,64],"falls":[6],"and":[7,21,53],"attraction":[9],"basins":[10],"of":[11,27,34],"local":[12],"optima":[13],"are":[14],"time-varying.":[15],"By":[16],"infinite":[18],"population":[19],"model":[20],"further":[23],"experiments,":[24],"influence":[26],"environment":[30],"on":[31],"performance":[33,62],"genetic":[35,43],"algorithms":[36,44],"is":[37],"analyzed.":[38],"The":[39],"results":[40],"show":[41],"that":[42],"should":[45],"keep":[46,60],"balance":[48],"between":[49],"exploitation":[51],"capacity":[52,56],"exploration":[55],"so":[57],"as":[58],"to":[59],"excellent":[61],"in":[63],"problems.":[67]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
