{"id":"https://openalex.org/W4381744493","doi":"https://doi.org/10.1109/cscwd57460.2023.10152810","title":"An Automatic Configuration Memetic Algorithm with Reinforcement Learning Mechanism for Real-value Optimization Problems","display_name":"An Automatic Configuration Memetic Algorithm with Reinforcement Learning Mechanism for Real-value Optimization Problems","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4381744493","doi":"https://doi.org/10.1109/cscwd57460.2023.10152810"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd57460.2023.10152810","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd57460.2023.10152810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100344931","display_name":"Zhenyu Wang","orcid":"https://orcid.org/0000-0001-7645-5667"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Wang","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication Technology,Lanzhou,China","School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication Technology,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049357649","display_name":"Yanghui Li","orcid":"https://orcid.org/0000-0001-7900-5661"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanghui Li","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication Technology,Lanzhou,China","School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication Technology,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102218533","display_name":"Pengfei Fu","orcid":"https://orcid.org/0009-0000-9834-3295"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Fu","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication Technology,Lanzhou,China","School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication Technology,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12002773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9779999852180481,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9779999852180481,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9677000045776367,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8061419725418091},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.7161544561386108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6761457920074463},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.666752815246582},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6309263110160828},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.5209097266197205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5072054862976074},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44985684752464294},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4492111802101135},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.44329139590263367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37649351358413696},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.3685135841369629},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16594943404197693},{"id":"https://openalex.org/keywords/robot-learning","display_name":"Robot learning","score":0.06869721412658691},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.06748807430267334}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8061419725418091},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.7161544561386108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6761457920074463},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.666752815246582},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6309263110160828},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.5209097266197205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5072054862976074},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44985684752464294},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4492111802101135},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.44329139590263367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37649351358413696},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.3685135841369629},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16594943404197693},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.06869721412658691},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.06748807430267334},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd57460.2023.10152810","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd57460.2023.10152810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2388961298","https://openalex.org/W2123894366","https://openalex.org/W2122102648","https://openalex.org/W1998981559","https://openalex.org/W2278624910","https://openalex.org/W2020131881","https://openalex.org/W2024203849","https://openalex.org/W1990478250","https://openalex.org/W3034910425","https://openalex.org/W2152512538"],"abstract_inverted_index":{"With":[0],"the":[1,57,79,83,93,97,107],"development":[2],"of":[3,60,70],"reinforcement":[4,7,33],"learning":[5,8,34],"technology,":[6],"is":[9,18,36,51,72,130],"utilized":[10,118],"in":[11,22,53,106],"many":[12],"areas.":[13],"The":[14,43,68,86,110,125],"real-value":[15,40,136],"optimization":[16,41,137],"problem":[17],"common":[19],"and":[20,62,82,100,114],"difficult":[21],"manufacturing.":[23],"In":[24],"this":[25],"study,":[26],"a":[27,131],"memetic":[28],"algorithm":[29,133],"(called":[30],"ACMA)":[31],"with":[32],"mechanism":[35],"designed":[37],"for":[38],"solving":[39],"problems.":[42,124,138],"multi-heuristic":[44,94],"pool":[45,95],"which":[46],"contains":[47],"various":[48],"heuristic":[49,88,102],"algorithms":[50,65,89,103,116],"employed":[52],"ACMA":[54,71,129],"to":[55,119,134],"realize":[56],"automatic":[58],"configuration":[59],"global":[61],"local":[63],"search":[64],"via":[66],"Q-learning.":[67],"process":[69],"mainly":[73],"divided":[74],"into":[75],"two":[76],"phases,":[77],"including":[78],"training":[80,98],"phase":[81],"testing":[84,108],"phase.":[85,109],"effective":[87,101],"are":[90,104,117],"selected":[91],"from":[92],"during":[96],"phase,":[99],"learned":[105],"ACMA,":[111],"standard":[112],"MA,":[113],"other":[115],"address":[120,135],"CEC":[121],"2017":[122],"benchmark":[123],"results":[126],"show":[127],"that":[128],"potential":[132]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
