{"id":"https://openalex.org/W1487873633","doi":"https://doi.org/10.1109/cmpsac.2004.1342859","title":"A development framework for rapid meta-heuristics hybridization","display_name":"A development framework for rapid meta-heuristics hybridization","publication_year":2004,"publication_date":"2004-11-08","ids":{"openalex":"https://openalex.org/W1487873633","doi":"https://doi.org/10.1109/cmpsac.2004.1342859","mag":"1487873633"},"language":"en","primary_location":{"id":"doi:10.1109/cmpsac.2004.1342859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cmpsac.2004.1342859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Annual International Computer Software and Applications Conference, 2004. COMPSAC 2004.","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=2128&amp;amp;context=sis_research","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015466370","display_name":"Hoong Chuin Lau","orcid":"https://orcid.org/0000-0002-5326-411X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hoong Chuin Lau","raw_affiliation_strings":["National University of Singapore, Singapore","Nat. Univ. of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Nat. Univ. of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051942616","display_name":"Wee Chong Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Chong Wan","raw_affiliation_strings":["National University of Singapore, Singapore","Nat. Univ. of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Nat. Univ. of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020286848","display_name":"Min Kwang Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Min Kwang Lim","raw_affiliation_strings":["National University of Singapore, Singapore","Nat. Univ. of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Nat. Univ. of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032421259","display_name":"Steven Halim","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"S. Halim","raw_affiliation_strings":["National University of Singapore, Singapore","Nat. Univ. of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Nat. Univ. of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"cs 1 3","issue":null,"first_page":"362","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9993000030517578,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7387826442718506},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7253690361976624},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6904812455177307},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.6006178259849548},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.49189043045043945},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.46540743112564087},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43382593989372253},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.4299435317516327},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3787936568260193},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3406233489513397},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22985225915908813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13098475337028503},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09778386354446411},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08909597992897034}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387826442718506},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7253690361976624},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6904812455177307},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.6006178259849548},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.49189043045043945},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.46540743112564087},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43382593989372253},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.4299435317516327},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3787936568260193},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3406233489513397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22985225915908813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13098475337028503},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09778386354446411},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08909597992897034},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/cmpsac.2004.1342859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cmpsac.2004.1342859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Annual International Computer Software and Applications Conference, 2004. COMPSAC 2004.","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-2128","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=2128&amp;amp;context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/CMPSAC.2004.1342859","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/43238","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/43238","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.63.5770","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.63.5770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.nus.edu.sg/~lauhc/COMPSAC05-MDF.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.95.8031","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.95.8031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jg.nus.edu.sg/publication/190_HC_LAU.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-2128","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=2128&amp;amp;context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/CMPSAC.2004.1342859","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4300000071525574,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W224753561","https://openalex.org/W782877435","https://openalex.org/W1574021217","https://openalex.org/W1587263632","https://openalex.org/W1680219918","https://openalex.org/W1971700807","https://openalex.org/W1989353689","https://openalex.org/W2004617458","https://openalex.org/W2019567064","https://openalex.org/W2039568841","https://openalex.org/W2101363262","https://openalex.org/W2110031209","https://openalex.org/W2162508334","https://openalex.org/W2163428398","https://openalex.org/W2339500526","https://openalex.org/W3122997424","https://openalex.org/W3124000955","https://openalex.org/W4212899374","https://openalex.org/W4285719527","https://openalex.org/W6608933469","https://openalex.org/W6622749620","https://openalex.org/W6629894132","https://openalex.org/W6634296169","https://openalex.org/W6682585941"],"related_works":["https://openalex.org/W4385871958","https://openalex.org/W4321504838","https://openalex.org/W2991484371","https://openalex.org/W1611875833","https://openalex.org/W2794855054","https://openalex.org/W2141083629","https://openalex.org/W2081475278","https://openalex.org/W2005169299","https://openalex.org/W2079721241","https://openalex.org/W3140135604"],"abstract_inverted_index":{"While":[0],"meta-heuristics":[1],"are":[2],"effective":[3],"for":[4,27,91],"solving":[5],"large-scale":[6],"combinatorial":[7],"optimization":[8,124],"problems,":[9],"they":[10],"result":[11],"from":[12],"time-consuming":[13],"trial-and-error":[14],"algorithm":[15],"design":[16,57],"tailored":[17],"to":[18,118,138],"specific":[19],"problems.":[20],"For":[21],"this":[22],"reason,":[23],"a":[24,39,71],"software":[25,41,51],"tool":[26],"rapid":[28],"prototyping":[29],"of":[30,60,65,74,80,134],"algorithms":[31],"would":[32],"save":[33],"considerable":[34],"resources.":[35],"This":[36],"work":[37],"presents":[38],"generic":[40],"framework":[42,109],"that":[43],"reduces":[44],"development":[45,108],"time":[46],"through":[47,131],"abstract":[48,89],"classes":[49],"and":[50,53,63,83,125,128],"reuse,":[52],"more":[54],"importantly,":[55],"aids":[56],"with":[58,77,100],"support":[59],"user-defined":[61],"strategies":[62],"hybridization":[64,76,94],"meta-heuristics.":[66],"Most":[67],"interestingly,":[68],"we":[69,116],"propose":[70],"novel":[72],"way":[73],"redefining":[75],"the":[78,81,114,132,140],"use":[79],"\"request":[82],"response\"":[84],"metaphor,":[85],"which":[86,103],"form":[87],"an":[88],"concept":[90],"hybridization.":[92],"Different":[93],"schemes":[95],"can":[96],"now":[97],"be":[98],"formed":[99],"minimal":[101],"coding,":[102],"gives":[104],"our":[105],"proposed":[106],"metaheuristics":[107,121],"its":[110],"uniqueness.":[111],"To":[112],"illustrate":[113],"concept,":[115],"restrict":[117],"two":[119],"popular":[120],"ants":[122],"colony":[123],"tabu":[126],"search,":[127],"demonstrate":[129],"MDF":[130],"implementation":[133],"various":[135],"hybridized":[136],"models":[137],"solve":[139],"traveling":[141],"salesman":[142],"problem.":[143]},"counts_by_year":[{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
