{"id":"https://openalex.org/W3010518619","doi":"https://doi.org/10.1007/978-3-030-53552-0_28","title":"Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization","display_name":"Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010518619","doi":"https://doi.org/10.1007/978-3-030-53552-0_28","mag":"3010518619"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-53552-0_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-53552-0_28","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":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.04268","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007832994","display_name":"Antonio Candelieri","orcid":"https://orcid.org/0000-0003-1431-576X"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Candelieri","raw_affiliation_strings":["Department of Economics, Management and Statistics, University of Milano-Bicocca, 20126, Milan, Italy","University of Milano-Bicocca,"],"raw_orcid":"https://orcid.org/0000-0003-1431-576X","affiliations":[{"raw_affiliation_string":"Department of Economics, Management and Statistics, University of Milano-Bicocca, 20126, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"University of Milano-Bicocca,","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022533797","display_name":"Bruno G. Galuzzi","orcid":"https://orcid.org/0000-0002-8518-5352"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bruno Galuzzi","raw_affiliation_strings":["Department of Computer Science Systems and Communication, University of Milano-Bicocca, 20126, Milan, Italy","Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8518-5352","affiliations":[{"raw_affiliation_string":"Department of Computer Science Systems and Communication, University of Milano-Bicocca, 20126, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063117823","display_name":"Ilaria Giordani","orcid":"https://orcid.org/0000-0002-6065-0473"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ilaria Giordani","raw_affiliation_strings":["Department of Computer Science Systems and Communication, University of Milano-Bicocca, 20126, Milan, Italy","Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6065-0473","affiliations":[{"raw_affiliation_string":"Department of Computer Science Systems and Communication, University of Milano-Bicocca, 20126, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011390491","display_name":"Francesco Archetti","orcid":"https://orcid.org/0000-0003-1131-3830"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Archetti","raw_affiliation_strings":["Department of Computer Science Systems and Communication, University of Milano-Bicocca, 20126, Milan, Italy","Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1131-3830","affiliations":[{"raw_affiliation_string":"Department of Computer Science Systems and Communication, University of Milano-Bicocca, 20126, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66752286"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9977999925613403,"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/T10969","display_name":"Water resources management and optimization","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/bayesian-optimization","display_name":"Bayesian optimization","score":0.7537335157394409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7035456895828247},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5911685228347778},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5416607856750488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5265674591064453},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5038112998008728},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48499247431755066},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4762280583381653},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4607035219669342},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4105850160121918},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14260905981063843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13472777605056763},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0640418529510498}],"concepts":[{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.7537335157394409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7035456895828247},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5911685228347778},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5416607856750488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5265674591064453},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5038112998008728},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48499247431755066},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4762280583381653},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4607035219669342},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4105850160121918},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14260905981063843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13472777605056763},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0640418529510498},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-53552-0_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-53552-0_28","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"},{"id":"pmh:oai:arXiv.org:2003.04268","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04268","pdf_url":"https://arxiv.org/pdf/2003.04268","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3010518619","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2003.04268.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:boa.unimib.it:10281/287277","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/287277","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"doi:10.48550/arxiv.2003.04268","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.04268","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2003.04268","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04268","pdf_url":"https://arxiv.org/pdf/2003.04268","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W1491420040","https://openalex.org/W1493053607","https://openalex.org/W1495658734","https://openalex.org/W1529817821","https://openalex.org/W1563231564","https://openalex.org/W1746819321","https://openalex.org/W2009167724","https://openalex.org/W2030006024","https://openalex.org/W2061144551","https://openalex.org/W2063180182","https://openalex.org/W2074911767","https://openalex.org/W2110446256","https://openalex.org/W2131792768","https://openalex.org/W2138537392","https://openalex.org/W2139322244","https://openalex.org/W2166566250","https://openalex.org/W2496298831","https://openalex.org/W2598224452","https://openalex.org/W2602685854","https://openalex.org/W2612148678","https://openalex.org/W2793351526","https://openalex.org/W2800080953","https://openalex.org/W2885636621","https://openalex.org/W2899462220","https://openalex.org/W2908974255","https://openalex.org/W2912845995","https://openalex.org/W2964212578","https://openalex.org/W2976818350","https://openalex.org/W2990956201","https://openalex.org/W3003788789","https://openalex.org/W3099118391","https://openalex.org/W4213308398","https://openalex.org/W4238746485","https://openalex.org/W4399585319","https://openalex.org/W6600036705","https://openalex.org/W6632019269"],"related_works":["https://openalex.org/W3000954630","https://openalex.org/W2955296263","https://openalex.org/W1543977710","https://openalex.org/W2046655394","https://openalex.org/W3081171087","https://openalex.org/W2119897391","https://openalex.org/W1487804693","https://openalex.org/W2770884750","https://openalex.org/W3087909342","https://openalex.org/W3173737612","https://openalex.org/W2106435299","https://openalex.org/W2169718889","https://openalex.org/W2027585316","https://openalex.org/W3007667276","https://openalex.org/W2126041215","https://openalex.org/W3173582140","https://openalex.org/W3139366032","https://openalex.org/W2931962831","https://openalex.org/W1585572479","https://openalex.org/W2884528674"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}