{"id":"https://openalex.org/W2938885181","doi":"https://doi.org/10.1145/3321707.3321806","title":"A hybrid evolutionary algorithm framework for optimising power take off and placements of wave energy converters","display_name":"A hybrid evolutionary algorithm framework for optimising power take off and placements of wave energy converters","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2938885181","doi":"https://doi.org/10.1145/3321707.3321806","mag":"2938885181"},"language":"en","primary_location":{"id":"doi:10.1145/3321707.3321806","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3321707.3321806","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321806&file=p1293-neshat_suppl.pdf&download=true","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321806&file=p1293-neshat_suppl.pdf&download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mehdi Neshat","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehdi Neshat","raw_affiliation_strings":["The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bradley Alexander","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bradley Alexander","raw_affiliation_strings":["The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nataliia Y. Sergiienko","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nataliia Y. Sergiienko","raw_affiliation_strings":["The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":null,"display_name":"Markus Wagner","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Markus Wagner","raw_affiliation_strings":["The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1384,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.94768612,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1293","last_page":"1301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11250","display_name":"Wave and Wind Energy Systems","score":0.9537000060081482,"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"}},"topics":[{"id":"https://openalex.org/T11250","display_name":"Wave and Wind Energy Systems","score":0.9537000060081482,"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"}},{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.010700000450015068,"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/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"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/heuristic","display_name":"Heuristic","score":0.6798999905586243},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6098999977111816},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.6007999777793884},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5465999841690063},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.5347999930381775},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.506600022315979},{"id":"https://openalex.org/keywords/wave-energy-converter","display_name":"Wave energy converter","score":0.49639999866485596},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.4772999882698059},{"id":"https://openalex.org/keywords/marine-energy","display_name":"Marine energy","score":0.45170000195503235}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6798999905586243},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6098999977111816},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.6007999777793884},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5465999841690063},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.5347999930381775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5227000117301941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5074999928474426},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.506600022315979},{"id":"https://openalex.org/C2985586866","wikidata":"https://www.wikidata.org/wiki/Q208554","display_name":"Wave energy converter","level":3,"score":0.49639999866485596},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.4772999882698059},{"id":"https://openalex.org/C52881836","wikidata":"https://www.wikidata.org/wiki/Q1887075","display_name":"Marine energy","level":3,"score":0.45170000195503235},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.40790000557899475},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.40139999985694885},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.39809998869895935},{"id":"https://openalex.org/C2780182046","wikidata":"https://www.wikidata.org/wiki/Q208554","display_name":"Wave power","level":3,"score":0.3783000111579895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3571999967098236},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C86155754","wikidata":"https://www.wikidata.org/wiki/Q13636979","display_name":"Hybrid power","level":3,"score":0.32170000672340393},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.3001999855041504},{"id":"https://openalex.org/C165082838","wikidata":"https://www.wikidata.org/wiki/Q165848","display_name":"Wind wave","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C62438384","wikidata":"https://www.wikidata.org/wiki/Q331350","display_name":"Simplex","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C144822601","wikidata":"https://www.wikidata.org/wiki/Q11271324","display_name":"Energy transformation","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C35380695","wikidata":"https://www.wikidata.org/wiki/Q4827434","display_name":"Available energy","level":3,"score":0.2623000144958496},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.25940001010894775},{"id":"https://openalex.org/C2982719155","wikidata":"https://www.wikidata.org/wiki/Q25584060","display_name":"Energy source","level":3,"score":0.2574000060558319},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3321707.3321806","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3321707.3321806","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321806&file=p1293-neshat_suppl.pdf&download=true","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1904.07043","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.07043","pdf_url":"https://arxiv.org/pdf/1904.07043","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":"pmh:oai:digital.library.adelaide.edu.au:2440/124311","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/124311","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dl.acm.org/citation.cfm?id=3321707.3321806","raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3321707.3321806","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3321707.3321806","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321806&file=p1293-neshat_suppl.pdf&download=true","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2938885181.pdf","grobid_xml":"https://content.openalex.org/works/W2938885181.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1984538229","https://openalex.org/W2011256979","https://openalex.org/W2024991751","https://openalex.org/W2074476023","https://openalex.org/W2076063023","https://openalex.org/W2101016466","https://openalex.org/W2163194931","https://openalex.org/W2395284556","https://openalex.org/W2489396112","https://openalex.org/W2521131705","https://openalex.org/W2745527386","https://openalex.org/W2807188705","https://openalex.org/W2883001236","https://openalex.org/W6631064309"],"related_works":[],"abstract_inverted_index":{"Ocean":[0],"wave":[1,41,94,130],"energy":[2,8,24,36,42],"is":[3,60,96,125,161],"a":[4,73,103,110,144,157],"source":[5],"of":[6,33,40,57,70,112,122,137,146],"renewable":[7],"that":[9,143],"has":[10],"gained":[11],"much":[12],"attention":[13],"for":[14,85],"its":[15],"potential":[16],"to":[17,20,61,65,101,163,171],"contribute":[18],"significantly":[19],"meeting":[21],"the":[22,31,35,67,81,89],"global":[23],"demand.":[25],"In":[26],"this":[27,58],"research,":[28],"we":[29],"investigate":[30],"problem":[32],"maximising":[34],"delivered":[37],"by":[38,76,169],"farms":[39,95,136],"converters":[43,51],"(WEC's).":[44],"We":[45,108,141],"consider":[46],"state-of-the-art":[47],"fully":[48],"submerged":[49],"three-tether":[50],"deployed":[52],"in":[53,72,93,127],"arrays.":[54],"The":[55,120],"goal":[56],"work":[59],"use":[62],"heuristic":[63,113],"search":[64,100,149,154,167],"optimise":[66],"power":[68],"output":[69],"arrays":[71],"size-constrained":[74],"environment":[75],"configuring":[77],"WEC":[78],"locations":[79],"and":[80,117,133],"power-take-off":[82],"(PTO)":[83],"settings":[84],"each":[86],"WEC.":[87],"Modelling":[88],"complex":[90],"hydrodynamic":[91],"interactions":[92],"expensive,":[97],"which":[98],"constrains":[99],"only":[102],"few":[104],"thousand":[105],"model":[106],"evaluations.":[107],"explore":[109],"variety":[111],"approaches":[114,124],"including":[115],"cooperative":[116],"hybrid":[118],"methods.":[119],"effectiveness":[121],"these":[123],"assessed":[126],"two":[128,138],"real":[129],"scenarios":[131],"(Sydney":[132],"Perth)":[134],"with":[135,150,156],"different":[139],"scales.":[140],"find":[142],"combination":[145],"symmetric":[147],"local":[148],"Nelder-Mead":[151],"Simplex":[152],"direct":[153],"combined":[155],"back-tracking":[158],"optimization":[159],"strategy":[160],"able":[162],"outperform":[164],"previously":[165],"defined":[166],"techniques":[168],"up":[170],"3%.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-04-25T00:00:00"}
