{"id":"https://openalex.org/W1981107633","doi":"https://doi.org/10.1109/tevc.2013.2256427","title":"Comparison Study of Swarm Intelligence Techniques for the Annual Crop Planning Problem","display_name":"Comparison Study of Swarm Intelligence Techniques for the Annual Crop Planning Problem","publication_year":2013,"publication_date":"2013-04-02","ids":{"openalex":"https://openalex.org/W1981107633","doi":"https://doi.org/10.1109/tevc.2013.2256427","mag":"1981107633"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2013.2256427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2013.2256427","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-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/A5113623332","display_name":"Sivashan Chetty","orcid":null},"institutions":[{"id":"https://openalex.org/I12553626","display_name":"University of Zululand","ror":"https://ror.org/03v8ter60","country_code":"ZA","type":"education","lineage":["https://openalex.org/I12553626"]},{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Sivashan Chetty","raw_affiliation_strings":["University of Kwa-Zulu Natal, School of Mathematics, Statistics and Computer Science, Durban, South Africa","Sch. of Math., Univ. of Kwa-Zulu Natal, Durban, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kwa-Zulu Natal, School of Mathematics, Statistics and Computer Science, Durban, South Africa","institution_ids":["https://openalex.org/I95023434"]},{"raw_affiliation_string":"Sch. of Math., Univ. of Kwa-Zulu Natal, Durban, South Africa","institution_ids":["https://openalex.org/I12553626","https://openalex.org/I95023434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002596852","display_name":"Aderemi O. Adewumi","orcid":"https://orcid.org/0000-0003-0176-032X"},"institutions":[{"id":"https://openalex.org/I12553626","display_name":"University of Zululand","ror":"https://ror.org/03v8ter60","country_code":"ZA","type":"education","lineage":["https://openalex.org/I12553626"]},{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Aderemi O. Adewumi","raw_affiliation_strings":["University of Kwa-Zulu Natal, School of Mathematics, Statistics and Computer Science, Durban, South Africa","Sch. of Math., Univ. of Kwa-Zulu Natal, Durban, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kwa-Zulu Natal, School of Mathematics, Statistics and Computer Science, Durban, South Africa","institution_ids":["https://openalex.org/I95023434"]},{"raw_affiliation_string":"Sch. of Math., Univ. of Kwa-Zulu Natal, Durban, South Africa","institution_ids":["https://openalex.org/I12553626","https://openalex.org/I95023434"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.8203,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.97382643,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"258","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.994700014591217,"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/T10969","display_name":"Water resources management and optimization","score":0.994700014591217,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9879000186920166,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9781000018119812,"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/metaheuristic","display_name":"Metaheuristic","score":0.733387291431427},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.658697783946991},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6069828867912292},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6056286692619324},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.5978227257728577},{"id":"https://openalex.org/keywords/cuckoo-search","display_name":"Cuckoo search","score":0.5944243669509888},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.552876353263855},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5371350646018982},{"id":"https://openalex.org/keywords/hectare","display_name":"Hectare","score":0.5317187309265137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4719131290912628},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3234487771987915},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.29022514820098877},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12419286370277405}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.733387291431427},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.658697783946991},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6069828867912292},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6056286692619324},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.5978227257728577},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.5944243669509888},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.552876353263855},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5371350646018982},{"id":"https://openalex.org/C202050865","wikidata":"https://www.wikidata.org/wiki/Q35852","display_name":"Hectare","level":3,"score":0.5317187309265137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4719131290912628},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3234487771987915},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.29022514820098877},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12419286370277405},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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":1,"locations":[{"id":"doi:10.1109/tevc.2013.2256427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2013.2256427","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W135581174","https://openalex.org/W815138061","https://openalex.org/W1497256448","https://openalex.org/W1512383952","https://openalex.org/W1596914020","https://openalex.org/W1666784313","https://openalex.org/W2048984485","https://openalex.org/W2083345093","https://openalex.org/W2088590934","https://openalex.org/W2108150474","https://openalex.org/W2134287400","https://openalex.org/W2163194931","https://openalex.org/W2257342336","https://openalex.org/W2273766979","https://openalex.org/W2479116221","https://openalex.org/W2978307276","https://openalex.org/W3023676974","https://openalex.org/W3040796647","https://openalex.org/W4243858847","https://openalex.org/W4246729886","https://openalex.org/W6679877967","https://openalex.org/W6692150862","https://openalex.org/W6768569003"],"related_works":["https://openalex.org/W2234623360","https://openalex.org/W2792775317","https://openalex.org/W2570351209","https://openalex.org/W2991413231","https://openalex.org/W2904647070","https://openalex.org/W2550489437","https://openalex.org/W2954145607","https://openalex.org/W2596852793","https://openalex.org/W2904025449","https://openalex.org/W2361792200"],"abstract_inverted_index":{"Annual":[0],"crop":[1],"planning":[2],"(ACP)":[3],"is":[4],"an":[5,70],"NP-hard":[6],"type":[7],"optimization":[8,88],"problem":[9,65],"in":[10,58],"agricultural":[11,29],"planning.":[12],"It":[13],"involves":[14],"finding":[15],"the":[16,20,46,60,63,114,122],"optimal":[17],"solution":[18],"for":[19,121],"seasonal":[21],"hectare":[22],"allocations":[23],"of":[24,28,48,99,113],"a":[25,100],"limited":[26],"amount":[27],"land,":[30],"among":[31],"various":[32],"competing":[33],"crops":[34],"that":[35,98,111],"are":[36,78,95],"required":[37],"to":[38,62],"be":[39],"grown":[40],"on":[41],"it.":[42],"This":[43],"study":[44,68],"investigates":[45],"effectiveness":[47],"employing":[49],"three":[50,115],"relatively":[51],"new":[52],"swarm":[53,87],"intelligence":[54],"(SI)":[55],"metaheuristic":[56],"techniques":[57,94],"determining":[59],"solutions":[61,120],"ACP":[64],"with":[66,97],"case":[67,123],"from":[69,92],"existing":[71],"irrigation":[72],"scheme.":[73],"The":[74],"SI":[75,116],"metaheuristics":[76],"studied":[77],"cuckoo":[79],"search":[80],"(CS),":[81],"firefly":[82],"algorithm":[83,106],"(FA),":[84],"and":[85],"glowworm":[86],"(GSO).":[89],"Solutions":[90],"obtained":[91,109],"these":[93],"compared":[96],"similar":[101],"population-based":[102],"technique,":[103],"namely,":[104],"genetic":[105],"(GA).":[107],"Results":[108],"show":[110],"each":[112],"algorithms":[117],"provides":[118],"superior":[119],"studied.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}