{"id":"https://openalex.org/W4376618927","doi":"https://doi.org/10.1007/s12652-023-04630-9","title":"Deep reinforcement learning-based framework for constrained any-objective optimization","display_name":"Deep reinforcement learning-based framework for constrained any-objective optimization","publication_year":2023,"publication_date":"2023-05-15","ids":{"openalex":"https://openalex.org/W4376618927","doi":"https://doi.org/10.1007/s12652-023-04630-9"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-023-04630-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-023-04630-9","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized 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/A5050217922","display_name":"Homayoun Honari","orcid":null},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]},{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA","IR"],"is_corresponding":false,"raw_author_name":"Homayoun Honari","raw_affiliation_strings":["Department of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran","Department of Mechanical Engineering, University of Victoria, 3800 Finnerty Rd., Victoria, BC, V8P 5C2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Victoria, 3800 Finnerty Rd., Victoria, BC, V8P 5C2, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006892602","display_name":"S. Khodaygan","orcid":"https://orcid.org/0000-0002-1937-2328"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Saeed Khodaygan","raw_affiliation_strings":["Department of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-1937-2328","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006892602"],"corresponding_institution_ids":["https://openalex.org/I133529467"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.1152,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80609935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"14","issue":"7","first_page":"9575","last_page":"9591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11954","display_name":"Energy Efficiency and Management","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6936788558959961},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.681126594543457},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.6659203767776489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6234353184700012},{"id":"https://openalex.org/keywords/test-functions-for-optimization","display_name":"Test functions for optimization","score":0.6106289625167847},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5865263342857361},{"id":"https://openalex.org/keywords/continuous-optimization","display_name":"Continuous optimization","score":0.5748486518859863},{"id":"https://openalex.org/keywords/vector-optimization","display_name":"Vector optimization","score":0.5158090591430664},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.470468133687973},{"id":"https://openalex.org/keywords/bilevel-optimization","display_name":"Bilevel optimization","score":0.4571019411087036},{"id":"https://openalex.org/keywords/random-optimization","display_name":"Random optimization","score":0.4274912476539612},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4269598722457886},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.3302728831768036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27016401290893555},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2417740523815155}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6936788558959961},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.681126594543457},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.6659203767776489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6234353184700012},{"id":"https://openalex.org/C150185637","wikidata":"https://www.wikidata.org/wiki/Q7705773","display_name":"Test functions for optimization","level":4,"score":0.6106289625167847},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5865263342857361},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.5748486518859863},{"id":"https://openalex.org/C164088818","wikidata":"https://www.wikidata.org/wiki/Q7917833","display_name":"Vector optimization","level":4,"score":0.5158090591430664},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.470468133687973},{"id":"https://openalex.org/C3309286","wikidata":"https://www.wikidata.org/wiki/Q4907693","display_name":"Bilevel optimization","level":3,"score":0.4571019411087036},{"id":"https://openalex.org/C109578324","wikidata":"https://www.wikidata.org/wiki/Q3354463","display_name":"Random optimization","level":5,"score":0.4274912476539612},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4269598722457886},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.3302728831768036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27016401290893555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2417740523815155}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-023-04630-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-023-04630-9","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W262484865","https://openalex.org/W1597172804","https://openalex.org/W1831950995","https://openalex.org/W1984340100","https://openalex.org/W1987725948","https://openalex.org/W2008851923","https://openalex.org/W2009732994","https://openalex.org/W2009883530","https://openalex.org/W2012612381","https://openalex.org/W2043947065","https://openalex.org/W2082987949","https://openalex.org/W2084501656","https://openalex.org/W2123808725","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2145339207","https://openalex.org/W2173248099","https://openalex.org/W2343601797","https://openalex.org/W2508467106","https://openalex.org/W2529161108","https://openalex.org/W2535247013","https://openalex.org/W2546584549","https://openalex.org/W2557894284","https://openalex.org/W2764251381","https://openalex.org/W2781726626","https://openalex.org/W2787938642","https://openalex.org/W2790759781","https://openalex.org/W2884165914","https://openalex.org/W2887881698","https://openalex.org/W2904246096","https://openalex.org/W2904444054","https://openalex.org/W2912472836","https://openalex.org/W3004325772","https://openalex.org/W3021613070","https://openalex.org/W3023226870","https://openalex.org/W3023935218","https://openalex.org/W3039648394","https://openalex.org/W3049697803","https://openalex.org/W3080928054","https://openalex.org/W3082549393","https://openalex.org/W3083328146","https://openalex.org/W3084357507","https://openalex.org/W3094394390","https://openalex.org/W3155905929","https://openalex.org/W3193394022","https://openalex.org/W3197491224","https://openalex.org/W3198758327","https://openalex.org/W3202775986","https://openalex.org/W3208057219","https://openalex.org/W4298857966"],"related_works":["https://openalex.org/W2353480216","https://openalex.org/W647422230","https://openalex.org/W2366218906","https://openalex.org/W4285005576","https://openalex.org/W4309490307","https://openalex.org/W2367266963","https://openalex.org/W1508306123","https://openalex.org/W2916085971","https://openalex.org/W2739424705","https://openalex.org/W2907206257"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}