{"id":"https://openalex.org/W3090474552","doi":"https://doi.org/10.1109/iscas45731.2020.9180446","title":"Feature-Embedded Evolutionary Algorithm for Network Optimization","display_name":"Feature-Embedded Evolutionary Algorithm for Network Optimization","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3090474552","doi":"https://doi.org/10.1109/iscas45731.2020.9180446","mag":"3090474552"},"language":"en","primary_location":{"id":"doi:10.1109/iscas45731.2020.9180446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5076373629","display_name":"Jianfeng Zhou","orcid":"https://orcid.org/0000-0002-5916-6457"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jianfeng Zhou","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong","Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107724691","display_name":"K.S. Tang","orcid":"https://orcid.org/0000-0002-5786-418X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wallace K. S. Tang","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong","Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9940000176429749,"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":0.9940000176429749,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9639999866485596,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6860197186470032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6543949246406555},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6167297959327698},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5769172310829163},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5329573750495911},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5152316689491272},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5073744654655457},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4804401099681854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4795796275138855},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4779346287250519},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4123954176902771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36448347568511963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2398589551448822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18449357151985168},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08897638320922852}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6860197186470032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6543949246406555},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6167297959327698},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5769172310829163},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5329573750495911},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5152316689491272},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5073744654655457},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4804401099681854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4795796275138855},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4779346287250519},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4123954176902771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36448347568511963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2398589551448822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18449357151985168},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08897638320922852},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas45731.2020.9180446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","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":30,"referenced_works":["https://openalex.org/W1551407527","https://openalex.org/W1588807949","https://openalex.org/W1659842140","https://openalex.org/W1841390517","https://openalex.org/W1968637755","https://openalex.org/W1990242348","https://openalex.org/W2008620264","https://openalex.org/W2075489015","https://openalex.org/W2082090908","https://openalex.org/W2084098300","https://openalex.org/W2112090702","https://openalex.org/W2120195503","https://openalex.org/W2120409738","https://openalex.org/W2130724591","https://openalex.org/W2157190392","https://openalex.org/W2169490594","https://openalex.org/W2170766502","https://openalex.org/W2592380430","https://openalex.org/W2757453148","https://openalex.org/W2791154213","https://openalex.org/W2920894487","https://openalex.org/W2943052791","https://openalex.org/W2964117853","https://openalex.org/W2965563805","https://openalex.org/W3143219376","https://openalex.org/W6632941875","https://openalex.org/W6635422874","https://openalex.org/W6642015469","https://openalex.org/W6750426845","https://openalex.org/W6766399583"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2033433656","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396"],"abstract_inverted_index":{"Network":[0],"optimization":[1,112],"problems":[2],"are":[3,10,90],"usually":[4,30],"NP-hard":[5],"and":[6,47,87],"evolutionary":[7,43],"algorithms":[8],"(EAs)":[9],"good":[11],"at":[12],"these":[13],"problems.":[14,113],"However,":[15],"direct":[16],"implementation":[17],"of":[18,41,84],"EA,":[19],"ignoring":[20],"the":[21,48,54,64,75],"network":[22],"properties":[23],"or":[24],"problem":[25,67],"features,":[26],"is":[27,45,50],"common":[28],"which":[29],"results":[31,72,99],"in":[32,57,68,82,108],"a":[33,39,58],"low-efficient":[34],"algorithm.":[35],"In":[36],"this":[37],"paper,":[38],"framework":[40],"feature-embedded":[42,106],"algorithm":[44,60],"outlined":[46],"idea":[49],"demonstrated":[51],"by":[52],"embedding":[53],"nodal":[55],"centralities":[56],"genetic":[59],"(GA)":[61],"for":[62],"solving":[63,109],"node":[65],"selection":[66],"pinning":[69],"control.":[70],"Simulation":[71],"confirm":[73],"that":[74],"new":[76],"design":[77],"outperforms":[78],"existing":[79],"deterministic":[80],"schemes":[81],"terms":[83],"solution":[85],"quality,":[86],"significant":[88],"improvements":[89],"also":[91,100],"noticed":[92],"as":[93],"compared":[94],"to":[95],"classical":[96],"GA.":[97],"The":[98],"shed":[101],"light":[102],"on":[103],"high":[104],"efficient":[105],"EAs":[107],"other":[110],"challenging":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}