{"id":"https://openalex.org/W4392713851","doi":"https://doi.org/10.1007/978-981-97-0834-5_14","title":"Smart DAG Task Scheduling Based on\u00a0MCTS Method of\u00a0Multi-strategy Learning","display_name":"Smart DAG Task Scheduling Based on\u00a0MCTS Method of\u00a0Multi-strategy Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392713851","doi":"https://doi.org/10.1007/978-981-97-0834-5_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-0834-5_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-0834-5_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5109690758","display_name":"Lang Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lang Shu","raw_affiliation_strings":["School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111175165","display_name":"Guanyan Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120309","display_name":"Guangdong Urban & Rural Planning and Design Institute","ror":"https://ror.org/0312bsv17","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210120309"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanyan Pan","raw_affiliation_strings":["Taizhou Urban and Rural Planning and Design Institute, Taizhou, China"],"affiliations":[{"raw_affiliation_string":"Taizhou Urban and Rural Planning and Design Institute, Taizhou, China","institution_ids":["https://openalex.org/I4210120309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349958","display_name":"Bei Wang","orcid":"https://orcid.org/0000-0002-9956-2577"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Wang","raw_affiliation_strings":["School of Computer Science, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102309929","display_name":"Wenbing Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120309","display_name":"Guangdong Urban & Rural Planning and Design Institute","ror":"https://ror.org/0312bsv17","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210120309"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbing Peng","raw_affiliation_strings":["Taizhou Urban and Rural Planning and Design Institute, Taizhou, China"],"affiliations":[{"raw_affiliation_string":"Taizhou Urban and Rural Planning and Design Institute, Taizhou, China","institution_ids":["https://openalex.org/I4210120309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109706056","display_name":"Minhui Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120309","display_name":"Guangdong Urban & Rural Planning and Design Institute","ror":"https://ror.org/0312bsv17","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210120309"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minhui Fang","raw_affiliation_strings":["Taizhou Urban and Rural Planning and Design Institute, Taizhou, China"],"affiliations":[{"raw_affiliation_string":"Taizhou Urban and Rural Planning and Design Institute, Taizhou, China","institution_ids":["https://openalex.org/I4210120309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000077290","display_name":"Yifei Chen","orcid":"https://orcid.org/0000-0002-6389-3964"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Chen","raw_affiliation_strings":["HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113011597","display_name":"Fanding Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanding Huang","raw_affiliation_strings":["HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001632564","display_name":"Songchen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songchen Li","raw_affiliation_strings":["HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017949587","display_name":"Yuxia Cheng","orcid":"https://orcid.org/0000-0002-6928-9549"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxia Cheng","raw_affiliation_strings":["School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5109690758"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1089,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73817272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.8612588047981262},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.7087311744689941},{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.6758554577827454},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.53205806016922},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.45596641302108765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32943493127822876},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.31804773211479187},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.2614635229110718},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24621888995170593},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07534277439117432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8612588047981262},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.7087311744689941},{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.6758554577827454},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.53205806016922},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.45596641302108765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32943493127822876},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31804773211479187},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.2614635229110718},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24621888995170593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07534277439117432},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-0834-5_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-0834-5_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1992080887","https://openalex.org/W2047073288","https://openalex.org/W2106076593","https://openalex.org/W2126316555","https://openalex.org/W2149294210","https://openalex.org/W2674963269","https://openalex.org/W2766447205","https://openalex.org/W2791580684","https://openalex.org/W2893020490","https://openalex.org/W2898857598","https://openalex.org/W2922837522","https://openalex.org/W2961619211","https://openalex.org/W2963382544","https://openalex.org/W2968986602","https://openalex.org/W2982346115","https://openalex.org/W3013945580","https://openalex.org/W3030488317","https://openalex.org/W3039856838","https://openalex.org/W3045004532","https://openalex.org/W3109215866","https://openalex.org/W3127561923","https://openalex.org/W3134104011","https://openalex.org/W3134310157","https://openalex.org/W3199543116","https://openalex.org/W4249545506","https://openalex.org/W4282946405"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2389640906","https://openalex.org/W4312077400"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}