{"id":"https://openalex.org/W4294811473","doi":"https://doi.org/10.1109/cec55065.2022.9870404","title":"A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems","display_name":"A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4294811473","doi":"https://doi.org/10.1109/cec55065.2022.9870404"},"language":"en","primary_location":{"id":"doi:10.1109/cec55065.2022.9870404","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870404","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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/A5077135045","display_name":"Ziyuan Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziyuan Lyu","raw_affiliation_strings":["Tsinghua University,Department of Mathematical Sciences,Beijing,China","Department of Mathematical Sciences, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Mathematical Sciences,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Mathematical Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015005038","display_name":"Tian Ding","orcid":"https://orcid.org/0000-0002-8403-5344"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Ding","raw_affiliation_strings":["Huawei Tech. Co. Ltd.,Theory Lab, Central Research Institute, 2012 Labs,Hongkong,China","Theory Lab, Central Research Institute, 2012 Labs, Huawei Tech. Co. Ltd., Hongkong, China"],"affiliations":[{"raw_affiliation_string":"Huawei Tech. Co. Ltd.,Theory Lab, Central Research Institute, 2012 Labs,Hongkong,China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Theory Lab, Central Research Institute, 2012 Labs, Huawei Tech. Co. Ltd., Hongkong, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032790636","display_name":"Yuwei Fan","orcid":"https://orcid.org/0000-0001-9566-6996"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuwei Fan","raw_affiliation_strings":["Huawei Tech. Co. Ltd.,Theory Lab, Central Research Institute, 2012 Labs,Hongkong,China","Theory Lab, Central Research Institute, 2012 Labs, Huawei Tech. Co. Ltd., Hongkong, China"],"affiliations":[{"raw_affiliation_string":"Huawei Tech. Co. Ltd.,Theory Lab, Central Research Institute, 2012 Labs,Hongkong,China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Theory Lab, Central Research Institute, 2012 Labs, Huawei Tech. Co. Ltd., Hongkong, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077135045"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10643564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987000226974487,"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/T11115","display_name":"Topology Optimization in Engineering","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/decomposition","display_name":"Decomposition","score":0.7831798195838928},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.7228671908378601},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6902379989624023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6618044376373291},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5842435956001282},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5442890524864197},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4535759687423706},{"id":"https://openalex.org/keywords/decomposition-method","display_name":"Decomposition method (queueing theory)","score":0.45053666830062866},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4313119053840637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24158897995948792}],"concepts":[{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.7831798195838928},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.7228671908378601},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6902379989624023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6618044376373291},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5842435956001282},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5442890524864197},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4535759687423706},{"id":"https://openalex.org/C2778258933","wikidata":"https://www.wikidata.org/wiki/Q16918986","display_name":"Decomposition method (queueing theory)","level":2,"score":0.45053666830062866},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4313119053840637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24158897995948792},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec55065.2022.9870404","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870404","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":35,"referenced_works":["https://openalex.org/W2283060","https://openalex.org/W97540112","https://openalex.org/W1544309315","https://openalex.org/W1570696951","https://openalex.org/W1588375755","https://openalex.org/W1971537182","https://openalex.org/W1977482830","https://openalex.org/W2108301529","https://openalex.org/W2108968575","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2150719549","https://openalex.org/W2153654820","https://openalex.org/W2158320871","https://openalex.org/W2167036627","https://openalex.org/W2329749247","https://openalex.org/W2513770613","https://openalex.org/W2558118859","https://openalex.org/W2558610617","https://openalex.org/W2616257225","https://openalex.org/W2758008099","https://openalex.org/W2764251381","https://openalex.org/W2888596309","https://openalex.org/W2899519149","https://openalex.org/W2914542742","https://openalex.org/W2932748297","https://openalex.org/W2933307200","https://openalex.org/W3041654307","https://openalex.org/W3083127676","https://openalex.org/W3083765888","https://openalex.org/W3092148647","https://openalex.org/W3192089543","https://openalex.org/W3193117796","https://openalex.org/W6725639211","https://openalex.org/W6753894864"],"related_works":["https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W2330487432","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W3151104768","https://openalex.org/W2153629319","https://openalex.org/W2022485595"],"abstract_inverted_index":{"In":[0,36],"recent":[1],"years,":[2],"an":[3],"increasing":[4],"number":[5],"of":[6,24,73],"multiobjective":[7,16,29,52],"evolutionary":[8],"algorithms":[9],"(MOEAs)":[10],"have":[11],"been":[12],"developed":[13],"for":[14,45,56],"solving":[15,57],"optimization":[17,30,53,100],"problems":[18,31],"(MOPs).":[19],"However,":[20],"a":[21,42,61,71],"special":[22],"type":[23],"network-oriented":[25],"MOPs,":[26],"termed":[27],"network":[28,50,62],"(NMOPs),":[32],"remains":[33],"largely":[34],"unexplored.":[35],"this":[37],"paper,":[38],"we":[39],"put":[40],"forth":[41],"general":[43],"formulation":[44],"NMOPs,":[46],"and":[47],"propose":[48],"the":[49,67,81,88,99,108,112],"decomposition-combination":[51,95],"method":[54],"(NDCMOM)":[55],"them.":[58],"NDCMOM":[59,110],"adopts":[60],"decomposition":[63],"mechanism,":[64],"which":[65],"breaks":[66],"NMOP":[68,82],"down":[69],"to":[70,80,90,105],"series":[72],"MOPs":[74],"with":[75],"smaller":[76],"scales.":[77],"The":[78],"solutions":[79,89],"can":[83],"be":[84],"obtained":[85],"by":[86],"combining":[87],"these":[91],"smaller-scale":[92],"MOPs.":[93],"This":[94],"mechanism":[96],"significantly":[97],"improves":[98],"efficiency.":[101],"Experiments":[102],"are":[103],"conducted":[104],"demonstrate":[106],"that":[107],"proposed":[109],"outperforms":[111],"state-of-the-art":[113],"MOEAs":[114],"on":[115],"large-scale":[116],"NMOPs.":[117]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}