{"id":"https://openalex.org/W2343420044","doi":"https://doi.org/10.1080/10798587.2016.1177914","title":"Reactive max-min ant system with recursive local search and its application to TSP and QAP","display_name":"Reactive max-min ant system with recursive local search and its application to TSP and QAP","publication_year":2016,"publication_date":"2016-04-27","ids":{"openalex":"https://openalex.org/W2343420044","doi":"https://doi.org/10.1080/10798587.2016.1177914","mag":"2343420044"},"language":"en","primary_location":{"id":"doi:10.1080/10798587.2016.1177914","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2016.1177914","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","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/A5000720226","display_name":"Rafid Sagban","orcid":"https://orcid.org/0000-0002-3518-1396"},"institutions":[{"id":"https://openalex.org/I166455938","display_name":"University of Babylon","ror":"https://ror.org/0170edc15","country_code":"IQ","type":"education","lineage":["https://openalex.org/I166455938"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Rafid Sagban","raw_affiliation_strings":["Computer Science Dept., University of Babylon, Babylon, Iraq"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., University of Babylon, Babylon, Iraq","institution_ids":["https://openalex.org/I166455938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037097926","display_name":"Ku Ruhana Ku\u2010Mahamud","orcid":null},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ku Ruhana Ku-Mahamud","raw_affiliation_strings":["School of Computing, College of Arts and Sciences University, Utara Malaysia, Sintok, Kedah, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computing, College of Arts and Sciences University, Utara Malaysia, Sintok, Kedah, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080826256","display_name":"Muhamad Shahbani Abu Bakar","orcid":"https://orcid.org/0000-0003-0389-2908"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhamad Shahbani Abu Bakar","raw_affiliation_strings":["School of Computing, College of Arts and Sciences University, Utara Malaysia, Sintok, Kedah, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computing, College of Arts and Sciences University, Utara Malaysia, Sintok, Kedah, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000720226"],"corresponding_institution_ids":["https://openalex.org/I166455938"],"apc_list":null,"apc_paid":null,"fwci":2.217,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.90603725,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"23","issue":"1","first_page":"127","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9991000294685364,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.88234543800354},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.6393418312072754},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.43216192722320557},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43170538544654846},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4178731441497803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40774258971214294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09856900572776794},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.03684353828430176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.88234543800354},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.6393418312072754},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.43216192722320557},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43170538544654846},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4178731441497803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40774258971214294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09856900572776794},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.03684353828430176}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10798587.2016.1177914","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2016.1177914","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:repo.uum.edu.my:18475","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400886","display_name":"Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I65079550","host_organization_name":"Universiti Malaysia Perlis","host_organization_lineage":["https://openalex.org/I65079550"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W92685995","https://openalex.org/W178407265","https://openalex.org/W1503085769","https://openalex.org/W1536418390","https://openalex.org/W1539029254","https://openalex.org/W1573676079","https://openalex.org/W1801849579","https://openalex.org/W1968075052","https://openalex.org/W1991205213","https://openalex.org/W2001600893","https://openalex.org/W2052076239","https://openalex.org/W2052257324","https://openalex.org/W2052396508","https://openalex.org/W2077300786","https://openalex.org/W2088036356","https://openalex.org/W2089196696","https://openalex.org/W2096166399","https://openalex.org/W2104815855","https://openalex.org/W2107941094","https://openalex.org/W2159427933","https://openalex.org/W2163428398","https://openalex.org/W3126379430","https://openalex.org/W4230835027","https://openalex.org/W4285719527","https://openalex.org/W4292408555"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2347951034","https://openalex.org/W2313077844","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2381829748","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2061313076"],"abstract_inverted_index":{"Ant":[0],"colony":[1,20],"optimization":[2,10,21,65],"is":[3,59],"a":[4],"successful":[5],"metaheuristic":[6],"for":[7,43],"solving":[8,44],"combinatorial":[9,64],"problems.&#13;\\nHowever,":[11],"the":[12,28,32,45,49,69,91],"drawback":[13],"of":[14,31,80],"premature":[15,46],"exploitation":[16],"arises":[17],"in":[18,26,68],"ant":[19],"when":[22],"coupled&#13;\\nwith":[23],"local":[24,54,83],"searches,":[25],"which":[27],"neighborhood\u2019s":[29],"structures":[30],"search":[33,55],"space":[34],"are":[35],"not":[36],"completely&#13;\\ntraversed.This":[37],"paper":[38],"proposes":[39],"two":[40,62],"algorithmic":[41],"components":[42],"exploitation,":[47],"i.e.":[48],"reactive":[50],"heuristics":[51],"and":[52],"recursive":[53],"technique.The":[56],"resulting":[57],"algorithm":[58,89],"tested":[60],"on":[61],"well-known":[63],"problems":[66,72],"arising":[67],"artificial":[70],"intelligence":[71],"field&#13;\\nand":[73],"compared":[74],"experimentally":[75],"to":[76],"six":[77,92],"(6)":[78],"variants":[79],"ACO":[81,93],"with":[82],"search.":[84],"Results":[85],"showed":[86],"that":[87],"the&#13;\\nenhanced":[88],"outperforms":[90],"variants.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
