{"id":"https://openalex.org/W1976665765","doi":"https://doi.org/10.1109/cec.2012.6252957","title":"The experimental study of population-based parameter optimization algorithms on rule-based ecological modelling","display_name":"The experimental study of population-based parameter optimization algorithms on rule-based ecological modelling","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1976665765","doi":"https://doi.org/10.1109/cec.2012.6252957","mag":"1976665765"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6252957","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252957","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on 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/A5100920722","display_name":"Hongqing Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163172","display_name":"Environmental Earth Sciences","ror":"https://ror.org/04rnwed46","country_code":"AU","type":"other","lineage":["https://openalex.org/I4210163172"]},{"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":"Hongqing Cao","raw_affiliation_strings":["School of Earth and Environmental Sciences, University of Adelaide, Australia","School of Earth and Environmental Sciences, University of Adelaide 5005, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Earth and Environmental Sciences, University of Adelaide 5005, Australia","institution_ids":["https://openalex.org/I5681781","https://openalex.org/I4210163172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046163675","display_name":"Friedrich Recknagel","orcid":"https://orcid.org/0000-0002-1028-9413"},"institutions":[{"id":"https://openalex.org/I4210163172","display_name":"Environmental Earth Sciences","ror":"https://ror.org/04rnwed46","country_code":"AU","type":"other","lineage":["https://openalex.org/I4210163172"]},{"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":"Friedrich Recknagel","raw_affiliation_strings":["School of Earth and Environmental Sciences, University of Adelaide, Australia","School of Earth and Environmental Sciences, University of Adelaide 5005, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Earth and Environmental Sciences, University of Adelaide 5005, Australia","institution_ids":["https://openalex.org/I5681781","https://openalex.org/I4210163172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089569232","display_name":"Philip T. Orr","orcid":"https://orcid.org/0000-0003-1620-2531"},"institutions":[{"id":"https://openalex.org/I1339905270","display_name":"Seqwater","ror":"https://ror.org/01vz3ga16","country_code":"AU","type":"government","lineage":["https://openalex.org/I1339905270","https://openalex.org/I2801244131"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Philip T. Orr","raw_affiliation_strings":["Seqwater, QLD, Australia","Seqwater, PO Box 16146, City East Qld, 4002, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seqwater, QLD, Australia","institution_ids":["https://openalex.org/I1339905270"]},{"raw_affiliation_string":"Seqwater, PO Box 16146, City East Qld, 4002, Australia","institution_ids":["https://openalex.org/I1339905270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3622,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67075869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1411","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10302","display_name":"Fish Ecology and Management Studies","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10302","display_name":"Fish Ecology and Management Studies","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T12097","display_name":"Aquatic Invertebrate Ecology and Behavior","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.9344000220298767,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cma-es","display_name":"CMA-ES","score":0.7503591775894165},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5951054096221924},{"id":"https://openalex.org/keywords/hill-climbing","display_name":"Hill climbing","score":0.5928604602813721},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5858915448188782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5647575259208679},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.5176413655281067},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5070314407348633},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4925096929073334},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47494983673095703},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.4375941753387451},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.41090771555900574},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24774619936943054},{"id":"https://openalex.org/keywords/estimation-of-covariance-matrices","display_name":"Estimation of covariance matrices","score":0.09325170516967773}],"concepts":[{"id":"https://openalex.org/C205555498","wikidata":"https://www.wikidata.org/wiki/Q505588","display_name":"CMA-ES","level":4,"score":0.7503591775894165},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5951054096221924},{"id":"https://openalex.org/C135450995","wikidata":"https://www.wikidata.org/wiki/Q820272","display_name":"Hill climbing","level":2,"score":0.5928604602813721},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5858915448188782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5647575259208679},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.5176413655281067},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5070314407348633},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4925096929073334},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47494983673095703},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.4375941753387451},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.41090771555900574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24774619936943054},{"id":"https://openalex.org/C180877172","wikidata":"https://www.wikidata.org/wiki/Q5401390","display_name":"Estimation of covariance matrices","level":3,"score":0.09325170516967773},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2012.6252957","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252957","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/75047","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/75047","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":"http://dx.doi.org/10.1109/cec.2012.6252957","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W98056105","https://openalex.org/W102487131","https://openalex.org/W1509028783","https://openalex.org/W1548369215","https://openalex.org/W1576818901","https://openalex.org/W1595159159","https://openalex.org/W1692958259","https://openalex.org/W1708394971","https://openalex.org/W1972956867","https://openalex.org/W1986243133","https://openalex.org/W1999340428","https://openalex.org/W2006927608","https://openalex.org/W2008152243","https://openalex.org/W2012458904","https://openalex.org/W2037679881","https://openalex.org/W2049646146","https://openalex.org/W2056370015","https://openalex.org/W2058605303","https://openalex.org/W2066907670","https://openalex.org/W2067565268","https://openalex.org/W2069343352","https://openalex.org/W2075690506","https://openalex.org/W2081335822","https://openalex.org/W2089713271","https://openalex.org/W2095115170","https://openalex.org/W2098204814","https://openalex.org/W2105217850","https://openalex.org/W2106949766","https://openalex.org/W2127130980","https://openalex.org/W2129794603","https://openalex.org/W2138537392","https://openalex.org/W2149086872","https://openalex.org/W2167897205","https://openalex.org/W2170980531","https://openalex.org/W2414365832","https://openalex.org/W3023540311","https://openalex.org/W3103809389","https://openalex.org/W4245407374","https://openalex.org/W4298872162","https://openalex.org/W4322738676"],"related_works":["https://openalex.org/W4206833511","https://openalex.org/W8431176","https://openalex.org/W2019995933","https://openalex.org/W2956183930","https://openalex.org/W2055683077","https://openalex.org/W2091794924","https://openalex.org/W2052367557","https://openalex.org/W2475446362","https://openalex.org/W2159882037","https://openalex.org/W4221139337"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"six":[3],"population-based":[4],"algorithms":[5,25,54,79],"for":[6,16],"the":[7,12,58,83],"parameter":[8,77],"optimization":[9,78],"(PO)":[10],"within":[11],"hybrid":[13],"methodology":[14],"developed":[15],"modelling":[17],"algal":[18],"abundance":[19,60],"by":[20],"rule-based":[21],"models.":[22,87],"These":[23],"PO":[24],"include:":[26],"(1)":[27],"Hill":[28],"Climbing":[29],"(2)":[30],"Simulated":[31],"Annealing":[32],"(3)":[33],"Genetic":[34],"Algorithm":[35],"(4)":[36],"Differential":[37],"Evolution":[38,43],"(5)":[39],"Covariance":[40],"Matrix":[41],"Adaptation":[42],"Strategy":[44],"and":[45,73],"(6)":[46],"Estimation":[47],"of":[48,53,75],"Distribution":[49],"Algorithm.":[50],"The":[51],"effectiveness":[52],"is":[55],"tested":[56],"on":[57],"Cylindrospermopsis":[59],"data":[61],"from":[62],"Wivenhoe":[63],"Reservoir":[64],"in":[65],"Queensland":[66],"(Australia).":[67],"We":[68],"provide":[69],"a":[70],"systematic":[71],"analysis":[72],"comparison":[74],"different":[76],"as":[80,82],"well":[81],"resulting":[84],"predictive":[85],"rule":[86]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
