{"id":"https://openalex.org/W2054158066","doi":"https://doi.org/10.1145/1389095.1389199","title":"Multiobjective evolution of a fuzzy controller in a sewage treatment plant","display_name":"Multiobjective evolution of a fuzzy controller in a sewage treatment plant","publication_year":2008,"publication_date":"2008-07-12","ids":{"openalex":"https://openalex.org/W2054158066","doi":"https://doi.org/10.1145/1389095.1389199","mag":"2054158066"},"language":"en","primary_location":{"id":"doi:10.1145/1389095.1389199","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","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/A5047963318","display_name":"Patrick Stalph","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patrick Stalph","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023822326","display_name":"Marc Ebner","orcid":"https://orcid.org/0000-0003-2725-2454"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc Ebner","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043471699","display_name":"Martin Michel","orcid":"https://orcid.org/0000-0003-4831-6154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Michel","raw_affiliation_strings":["Passavant Intech, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Passavant Intech, W\u00fcrzburg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016411684","display_name":"Bernd Pfaff","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd Pfaff","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069862319","display_name":"Roland Benz","orcid":"https://orcid.org/0000-0002-9510-9265"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roland Benz","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047963318"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":0.8278,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78428905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"535","last_page":"536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10564","display_name":"Wastewater Treatment and Nitrogen Removal","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9739999771118164,"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/controller","display_name":"Controller (irrigation)","score":0.6563442945480347},{"id":"https://openalex.org/keywords/sewage-treatment","display_name":"Sewage treatment","score":0.642642080783844},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5711698532104492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5191144943237305},{"id":"https://openalex.org/keywords/aeration","display_name":"Aeration","score":0.5171010494232178},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5072795748710632},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47000083327293396},{"id":"https://openalex.org/keywords/sewage","display_name":"Sewage","score":0.42586567997932434},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39106571674346924},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3810088038444519},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.344779908657074},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.28434598445892334},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.2605785131454468},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24949347972869873},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.21943336725234985},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1763090193271637},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.17082655429840088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12411773204803467}],"concepts":[{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6563442945480347},{"id":"https://openalex.org/C57442070","wikidata":"https://www.wikidata.org/wiki/Q221275","display_name":"Sewage treatment","level":2,"score":0.642642080783844},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5711698532104492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5191144943237305},{"id":"https://openalex.org/C86922832","wikidata":"https://www.wikidata.org/wiki/Q381105","display_name":"Aeration","level":2,"score":0.5171010494232178},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5072795748710632},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47000083327293396},{"id":"https://openalex.org/C58790150","wikidata":"https://www.wikidata.org/wiki/Q10966166","display_name":"Sewage","level":2,"score":0.42586567997932434},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39106571674346924},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3810088038444519},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.344779908657074},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.28434598445892334},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.2605785131454468},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24949347972869873},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.21943336725234985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1763090193271637},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.17082655429840088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12411773204803467},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1389095.1389199","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.165.5986","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.165.5986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ra.cs.uni-tuebingen.de/mitarb/ebner/research/publications/uniWu/t06pap155-stalph.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1585939719","https://openalex.org/W2160088187"],"related_works":["https://openalex.org/W3037695495","https://openalex.org/W2160504812","https://openalex.org/W2356669227","https://openalex.org/W3179803587","https://openalex.org/W2381429138","https://openalex.org/W2380998471","https://openalex.org/W2131091464","https://openalex.org/W2347962538","https://openalex.org/W31931535","https://openalex.org/W2389063644"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,25,28,47,65,86,100],"use":[4],"of":[5,59,68],"a":[6,12,52,56,77,90],"multi-objective":[7],"evolution":[8],"strategy":[9],"in":[10,18,27],"tuning":[11],"fuzzy":[13],"controller":[14,23],"which":[15,35,106],"is":[16],"used":[17],"sewage":[19],"treatment":[20],"plants.":[21],"The":[22],"adjusts":[24],"oxygenation":[26],"aeration":[29],"tank":[30],"to":[31,45,84],"support":[32],"biological":[33],"processes,":[34],"reduce":[36],"nutrients.":[37],"Globally":[38],"optimal":[39],"settings":[40,48,87],"are":[41,49],"unknown":[42],"and":[43,73],"up":[44],"now":[46],"made":[50],"by":[51,89],"specialist":[53],"equipped":[54],"with":[55],"large":[57],"amount":[58],"background":[60],"knowledge.":[61],"We":[62],"successfully":[63],"approximated":[64],"pareto-optimal":[66],"set":[67],"solutions":[69],"considering":[70],"given":[71],"constraints":[72],"three":[74],"objectives":[75],"using":[76],"wastewater":[78],"simulation":[79],"software.":[80],"Evolution":[81],"was":[82],"able":[83],"find":[85],"proposed":[88],"human":[91],"expert":[92],"as":[93,95],"well":[94],"an":[96],"interesting":[97],"parameter":[98],"niche,":[99],"so":[101],"called":[102],"simultaneous":[103],"intermittent":[104],"denitrification,":[105],"promises":[107],"energy":[108],"savings.":[109]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
