{"id":"https://openalex.org/W2027963301","doi":"https://doi.org/10.1109/nabic.2009.5393750","title":"Comparative study of five bio-inspired evolutionary optimization techniques","display_name":"Comparative study of five bio-inspired evolutionary optimization techniques","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2027963301","doi":"https://doi.org/10.1109/nabic.2009.5393750","mag":"2027963301"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393750","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 & 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/A5058442249","display_name":"K. R. Krishnanand","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"K.R. Krishnanand","raw_affiliation_strings":["Electrical and Electronics Engineering, Silicon Institute of Technology, Bhubaneswar, Orissa, India"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering, Silicon Institute of Technology, Bhubaneswar, Orissa, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101580666","display_name":"Santanu Kumar Nayak","orcid":"https://orcid.org/0009-0004-2143-7655"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Santanu Kumar Nayak","raw_affiliation_strings":["Electrical and Electronics Engineering, Silicon Institute of Technology, Bhubaneswar, Orissa, India"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering, Silicon Institute of Technology, Bhubaneswar, Orissa, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088267845","display_name":"Basanta K. Panigrahi","orcid":"https://orcid.org/0000-0002-1761-7643"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B.K. Panigrahi","raw_affiliation_strings":["Electrical Engineering, Indian Institute of Technology, New Delhi, India","Electrical Engineering, Indian Institute of Technology Delhi, India"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Indian Institute of Technology, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Electrical Engineering, Indian Institute of Technology Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081439630","display_name":"Pravat Kumar Rout","orcid":"https://orcid.org/0000-0003-0462-9781"},"institutions":[{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P.K. Rout","raw_affiliation_strings":["Electrical Engineering, Indian Institute of Technology, Bhubaneswar, Orissa, India","Electrical Engineering, Silicon Institute of Technology, Bhubaneswar, Orissa, India"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Indian Institute of Technology, Bhubaneswar, Orissa, India","institution_ids":["https://openalex.org/I99729588"]},{"raw_affiliation_string":"Electrical Engineering, Silicon Institute of Technology, Bhubaneswar, Orissa, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058442249"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8894,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.74937235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1231","last_page":"1236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9767000079154968,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6809542179107666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5848643183708191},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5776780247688293},{"id":"https://openalex.org/keywords/imperialist-competitive-algorithm","display_name":"Imperialist competitive algorithm","score":0.5772104859352112},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5508909821510315},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5281234383583069},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5184642672538757},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.5049863457679749},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5048816800117493},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4403940439224243},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.43570923805236816},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.43511682748794556},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.4334172010421753},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42948102951049805},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3047262132167816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.249240905046463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22427156567573547}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6809542179107666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5848643183708191},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5776780247688293},{"id":"https://openalex.org/C101219045","wikidata":"https://www.wikidata.org/wiki/Q10859646","display_name":"Imperialist competitive algorithm","level":4,"score":0.5772104859352112},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5508909821510315},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5281234383583069},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5184642672538757},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.5049863457679749},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5048816800117493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4403940439224243},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.43570923805236816},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.43511682748794556},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4334172010421753},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42948102951049805},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3047262132167816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.249240905046463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22427156567573547},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2009.5393750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393750","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 & Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.550000011920929,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2025148441","https://openalex.org/W2048864521","https://openalex.org/W2058657545","https://openalex.org/W2097156392","https://openalex.org/W2123739403","https://openalex.org/W2124823351","https://openalex.org/W2128504325","https://openalex.org/W2143560894","https://openalex.org/W2144317842","https://openalex.org/W2144907139","https://openalex.org/W2164934768","https://openalex.org/W2168896801","https://openalex.org/W2169064301","https://openalex.org/W2495965124"],"related_works":["https://openalex.org/W2547848286","https://openalex.org/W2546939201","https://openalex.org/W2542354426","https://openalex.org/W2544632397","https://openalex.org/W2543649460","https://openalex.org/W2545494728","https://openalex.org/W2171662586","https://openalex.org/W68431430","https://openalex.org/W4879471","https://openalex.org/W2091246427"],"abstract_inverted_index":{"Bio-inspired":[0],"evolutionary":[1,49],"algorithms":[2,20],"are":[3],"probabilistic":[4],"search":[5],"methods":[6],"that":[7],"simulate":[8],"the":[9,14],"natural":[10],"biological":[11,17],"evolution":[12],"or":[13],"behaviour":[15],"of":[16,45,47],"entities.":[18],"Such":[19],"can":[21],"be":[22],"used":[23],"to":[24,76],"obtain":[25],"near":[26],"optimal":[27],"solutions":[28],"in":[29],"optimization":[30],"problems,":[31],"for":[32],"which":[33],"traditional":[34],"mathematical":[35],"techniques":[36],"may":[37],"fail.":[38],"This":[39],"paper":[40],"does":[41],"a":[42],"comparative":[43],"study":[44],"results":[46],"five":[48],"algorithms:":[50],"Genetic":[51],"Algorithm":[52,68,73],"(GA),":[53],"Particle":[54],"Swarm":[55],"Optimization":[56,66],"(PSO)":[57],"Algorithm,":[58,63],"Artificial":[59,70],"Bee":[60],"Colony":[61],"(ABC)":[62],"Invasive":[64],"Weed":[65],"(IWO)":[67],"and":[69],"Immune":[71],"(AI)":[72],"when":[74],"applied":[75],"some":[77],"standard":[78],"benchmark":[79],"multivariable":[80],"functions.":[81]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}