{"id":"https://openalex.org/W7143336383","doi":"https://doi.org/10.1016/j.asoc.2026.115144","title":"Multi-objective optimization for airships aerodynamic-energy coupling based on deep reinforcement learning","display_name":"Multi-objective optimization for airships aerodynamic-energy coupling based on deep reinforcement learning","publication_year":2026,"publication_date":"2026-03-30","ids":{"openalex":"https://openalex.org/W7143336383","doi":"https://doi.org/10.1016/j.asoc.2026.115144"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115144","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115144","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-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/A5130925636","display_name":"Zhou Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Ou","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China","National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China","institution_ids":["https://openalex.org/I6645349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069846660","display_name":"Guanxiong Li","orcid":"https://orcid.org/0000-0002-3583-0253"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guanxiong Li","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China","National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China"],"raw_orcid":"https://orcid.org/0000-0002-3583-0253","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China","institution_ids":["https://openalex.org/I6645349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130920528","display_name":"Yuntao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuntao Wang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China","National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China","institution_ids":["https://openalex.org/I6645349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130943909","display_name":"Shuyuan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyuan Liu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China","National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China"],"raw_orcid":"https://orcid.org/0009-0008-4513-2935","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China","institution_ids":["https://openalex.org/I6645349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130995337","display_name":"Li Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xiao","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China","National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China"],"raw_orcid":"https://orcid.org/0009-0002-3608-2688","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China","institution_ids":["https://openalex.org/I6645349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130991232","display_name":"Shijing Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijing Huang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China","National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Key Laboratory of Fundamental Algorithms and Models for Engineering Simulation, Sichuan University, Chengdu, 610277, China","institution_ids":["https://openalex.org/I6645349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069846660"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I6645349"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71557327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"197","issue":null,"first_page":"115144","last_page":"115144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12719","display_name":"Aerospace Engineering and Energy Systems","score":0.7670000195503235,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12719","display_name":"Aerospace Engineering and Energy Systems","score":0.7670000195503235,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12007","display_name":"Plasma and Flow Control in Aerodynamics","score":0.0722000002861023,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11170","display_name":"Biomimetic flight and propulsion mechanisms","score":0.05090000107884407,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/reinforcement-learning","display_name":"Reinforcement learning","score":0.5539000034332275},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.5123999714851379},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.45329999923706055},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.271699994802475},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.25220000743865967}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6718999743461609},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5539000034332275},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.5123999714851379},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.45329999923706055},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3361000120639801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31690001487731934},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.2493000030517578},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.24459999799728394}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115144","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115144","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7444241642951965,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1638832135","https://openalex.org/W2026194127","https://openalex.org/W2027967433","https://openalex.org/W2803046884","https://openalex.org/W2884165914","https://openalex.org/W2891881703","https://openalex.org/W2914919122","https://openalex.org/W3113558818","https://openalex.org/W3183976931","https://openalex.org/W4205797035","https://openalex.org/W4220764003","https://openalex.org/W4280499510","https://openalex.org/W4365517831","https://openalex.org/W4380992506","https://openalex.org/W4385856497","https://openalex.org/W4385987986","https://openalex.org/W4387007752","https://openalex.org/W4388663473","https://openalex.org/W4389472544","https://openalex.org/W4390053408","https://openalex.org/W4399217352","https://openalex.org/W4403130438"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-07T06:01:17.266235","created_date":"2026-03-31T00:00:00"}
