{"id":"https://openalex.org/W2904085077","doi":"https://doi.org/10.1109/ickii.2018.8569188","title":"Parallel Nest-Site Selection Algorithm for Traveling Salesman Problems","display_name":"Parallel Nest-Site Selection Algorithm for Traveling Salesman Problems","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2904085077","doi":"https://doi.org/10.1109/ickii.2018.8569188","mag":"2904085077"},"language":"en","primary_location":{"id":"doi:10.1109/ickii.2018.8569188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ickii.2018.8569188","pdf_url":null,"source":{"id":"https://openalex.org/S4306498242","display_name":"2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII)","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":"2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5011280199","display_name":"Unchalisa Taetragool","orcid":"https://orcid.org/0000-0002-1844-3518"},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Unchalisa Taetragool","raw_affiliation_strings":["Department of Computer Engineering, King Mongkut\u2019s University of Technology Thonburi, Bangkok, Thailand","Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut\u2019s University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083855056","display_name":"Booncharoen Sirinaovakul","orcid":"https://orcid.org/0000-0001-8541-1922"},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Booncharoen Sirinaovakul","raw_affiliation_strings":["Department of Computer Engineering, King Mongkut\u2019s University of Technology Thonburi, Bangkok, Thailand","Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut\u2019s University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014448123","display_name":"Tiranee Achalakul","orcid":null},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tiranee Achalakul","raw_affiliation_strings":["Department of Computer Engineering, King Mongkut\u2019s University of Technology Thonburi, Bangkok, Thailand","Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut\u2019s University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60837268"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15742599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9580000042915344,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6986827254295349},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.6497416496276855},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5728058815002441},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5700714588165283},{"id":"https://openalex.org/keywords/bees-algorithm","display_name":"Bees algorithm","score":0.4904012680053711},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4858088493347168},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48480430245399475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4348367154598236},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4253690838813782},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.41467636823654175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3481026291847229},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.2980063557624817},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.20078298449516296},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17091774940490723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1073424220085144},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.0817459225654602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986827254295349},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.6497416496276855},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5728058815002441},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5700714588165283},{"id":"https://openalex.org/C143574069","wikidata":"https://www.wikidata.org/wiki/Q3497720","display_name":"Bees algorithm","level":3,"score":0.4904012680053711},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4858088493347168},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48480430245399475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4348367154598236},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4253690838813782},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.41467636823654175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3481026291847229},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.2980063557624817},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.20078298449516296},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17091774940490723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1073424220085144},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0817459225654602},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ickii.2018.8569188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ickii.2018.8569188","pdf_url":null,"source":{"id":"https://openalex.org/S4306498242","display_name":"2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII)","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":"2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1492640216","https://openalex.org/W2063094561","https://openalex.org/W2129071786","https://openalex.org/W2143560894","https://openalex.org/W2150174329","https://openalex.org/W2152195021","https://openalex.org/W2155076350","https://openalex.org/W2163428398","https://openalex.org/W2543580944","https://openalex.org/W2858821137","https://openalex.org/W6682797031"],"related_works":["https://openalex.org/W2572756133","https://openalex.org/W1563568831","https://openalex.org/W2135149549","https://openalex.org/W2132476708","https://openalex.org/W4294358747","https://openalex.org/W1604040598","https://openalex.org/W2946024655","https://openalex.org/W2861856156","https://openalex.org/W2758988501","https://openalex.org/W4236147943"],"abstract_inverted_index":{"The":[0,135],"Nest-Site":[1],"Selection":[2],"(NeSS)":[3],"algorithm":[4,9,39,67,99,144],"is":[5,48,55,145,165,183],"a":[6,21,28,34,75,85,93,130,184],"combinatorial":[7,186],"optimization":[8,79],"inspired":[10],"by":[11,198],"the":[12,38,42,52,66,97,102,107,110,141,151,154,168,172,177,190,194,208],"nest-site":[13],"selection":[14],"behavior":[15],"of":[16,23,37,41,77,96,106,125,137,193,201,205],"honeybee":[17],"swarms.":[18],"NeSS":[19,98,112,143,163],"uses":[20],"number":[22,45,76,200,204],"devoted":[24],"bees":[25,121,126,152],"committed":[26,116],"to":[27,68,100,188],"nest-site,":[29],"called":[30],"quorum":[31],"mechanism,":[32],"as":[33,129],"stopping":[35],"criterion":[36],"instead":[40],"maximum":[43],"cycle":[44],"(MCN).":[46],"It":[47],"generally":[49],"reached":[50],"before":[51],"MCN":[53],"that":[54,81,127],"used":[56],"in":[57,140,153,207],"typical":[58],"swarm":[59],"intelligence":[60],"algorithms.":[61],"Therefore,":[62],"this":[63,149],"mechanism":[64],"helps":[65],"converge":[69],"more":[70],"quickly.":[71],"However,":[72],"there":[73],"are":[74,122],"time-sensitive":[78],"applications":[80],"need":[82],"solutions":[83],"within":[84],"specific":[86],"time":[87],"frame.":[88],"This":[89],"paper":[90],"thus":[91],"proposes":[92],"parallel":[94,162,196],"framework":[95,197],"improve":[101],"performance":[103,192],"and":[104,119,132,171,203],"efficiency":[105],"algorithm.":[108],"In":[109,148],"original":[111,142],"algorithm,":[113],"explorer":[114],"bees,":[115,117],"observers,":[118],"resting":[120],"four":[123],"types":[124],"work":[128],"separate":[131],"independent":[133],"entity.":[134],"task":[136,159],"each":[138],"bee":[139],"sequential":[146],"executed.":[147],"work,":[150],"same":[155],"group":[156],"perform":[157],"their":[158],"simultaneously.":[160],"A":[161],"program":[164],"developed":[166],"using":[167],"C":[169],"language":[170],"OpenMP":[173],"library.":[174],"We":[175],"use":[176],"Traveling":[178],"Salesman":[179],"Problems":[180],"(TSP),":[181],"which":[182],"classic":[185],"problem,":[187],"evaluate":[189],"scalability":[191],"proposed":[195],"varying":[199],"processors":[202],"cities":[206],"TSP.":[209]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
