{"id":"https://openalex.org/W2131406726","doi":"https://doi.org/10.1109/nabic.2009.5393816","title":"A Hybrid Ant Colony Differential Evolution and its application to water resources problems","display_name":"A Hybrid Ant Colony Differential Evolution and its application to water resources problems","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2131406726","doi":"https://doi.org/10.1109/nabic.2009.5393816","mag":"2131406726"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","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/A5044028164","display_name":"Musrrat Ali","orcid":"https://orcid.org/0000-0002-4837-1850"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Musrrat Ali","raw_affiliation_strings":["Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur, India","Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur campus, India"],"affiliations":[{"raw_affiliation_string":"Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur, India","institution_ids":["https://openalex.org/I154851008"]},{"raw_affiliation_string":"Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur campus, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081953081","display_name":"Millie Pant","orcid":"https://orcid.org/0000-0002-7668-7887"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Millie Pant","raw_affiliation_strings":["Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur, India","Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur campus, India"],"affiliations":[{"raw_affiliation_string":"Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur, India","institution_ids":["https://openalex.org/I154851008"]},{"raw_affiliation_string":"Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur campus, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]},{"id":"https://openalex.org/I4210107658","display_name":"Machine Intelligence Research Labs","ror":"https://ror.org/013kgb629","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210107658"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"Ajith Abraham","raw_affiliation_strings":["Machine Intelligence Research Laboratories (MIR Laboratories), Scientific Network of Innovation and Research Excellence, Auburn, WA, USA","Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur campus, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Research Laboratories (MIR Laboratories), Scientific Network of Innovation and Research Excellence, Auburn, WA, USA","institution_ids":["https://openalex.org/I4210107658"]},{"raw_affiliation_string":"Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur campus, India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044028164"],"corresponding_institution_ids":["https://openalex.org/I154851008"],"apc_list":null,"apc_paid":null,"fwci":0.9033,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.81580924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1133","last_page":"1138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9907000064849854,"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/differential-evolution","display_name":"Differential evolution","score":0.797400951385498},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7225369215011597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590651273727417},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6418453454971313},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6389186382293701},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5952752232551575},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44189947843551636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34824782609939575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.188626229763031}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.797400951385498},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7225369215011597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590651273727417},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6418453454971313},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6389186382293701},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5952752232551575},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44189947843551636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34824782609939575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.188626229763031},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/nabic.2009.5393816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.158.8845","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.158.8845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.softcomputing.net/bica09_1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.161.1229","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.161.1229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.softcomputing.net/bica2009_submission_35.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W87524606","https://openalex.org/W1504391786","https://openalex.org/W1535128201","https://openalex.org/W1595159159","https://openalex.org/W1596765523","https://openalex.org/W1708394971","https://openalex.org/W1727062454","https://openalex.org/W2023059010","https://openalex.org/W2063115243","https://openalex.org/W2089501235","https://openalex.org/W2109212597","https://openalex.org/W2123682012","https://openalex.org/W2145479420"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2804979656","https://openalex.org/W2035908454","https://openalex.org/W1994782139"],"abstract_inverted_index":{"Differential":[0,54],"Evolution":[1],"(DE)":[2],"is":[3,41,131],"generally":[4],"considered":[5,42],"as":[6],"a":[7,47,94,109],"reliable,":[8],"accurate":[9],"and":[10,22,75,116,121],"robust":[11],"optimization":[12],"technique.":[13],"However,":[14],"the":[15,29,61,78,84,101,122,147],"algorithm":[16,59],"suffers":[17],"from":[18],"slow":[19],"convergence":[20],"rate":[21],"takes":[23],"large":[24],"computational":[25,137],"time":[26],"for":[27,103],"optimizing":[28],"computationally":[30],"expensive":[31],"objective":[32],"functions.":[33],"Therefore,":[34],"an":[35],"attempt":[36],"to":[37,82,139],"speed":[38],"up":[39],"DE":[40],"necessary.":[43],"This":[44],"research":[45],"introduces":[46],"modified":[48],"differential":[49],"evolution,":[50],"called":[51],"Ant":[52],"Colony":[53],"Evolution,":[55],"ACDE.":[56],"The":[57],"ACDE":[58,106,134],"initializes":[60],"population":[62,98,102],"using":[63],"opposition":[64],"based":[65],"learning,":[66],"in":[67,88],"mutation":[68],"phase":[69],"it":[70,76,92],"applies":[71],"random":[72],"localization":[73],"technique":[74],"simulates":[77],"movement":[79],"of":[80,97,112,149],"ants":[81],"refine":[83],"best":[85],"solution":[86,143],"found":[87,132],"each":[89],"generation.":[90,105],"Also,":[91],"maintains":[93],"single":[95],"set":[96],"while":[99],"updating":[100],"next":[104],"validated":[107],"on":[108],"test":[110],"bed":[111],"7":[113],"benchmark":[114],"problems":[115,120],"two":[117],"real":[118],"life":[119],"numerical":[123],"results":[124],"are":[125],"compared":[126],"with":[127,146],"original":[128],"DE.":[129],"It":[130],"that":[133],"requires":[135],"less":[136],"effort":[138],"locate":[140],"global":[141],"optimal":[142],"without":[144],"compromising":[145],"quality":[148],"solution.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
