{"id":"https://openalex.org/W2007460244","doi":"https://doi.org/10.1109/cipls.2013.6595203","title":"SDGP: A developmental approach for traveling salesman problems","display_name":"SDGP: A developmental approach for traveling salesman problems","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2007460244","doi":"https://doi.org/10.1109/cipls.2013.6595203","mag":"2007460244"},"language":"en","primary_location":{"id":"doi:10.1109/cipls.2013.6595203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cipls.2013.6595203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Production and Logistics Systems (CIPLS)","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/A5103963648","display_name":"Jin Ouyang","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Ouyang","raw_affiliation_strings":["Nature Inspired Computation and Applications Laboratory (NICAL), University of Science and Technology of China, Hefei, Anhui, China","Nature Inspired Comput. & Applic. Lab. (NICAL), Univ. of Sci. & Technol. of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Nature Inspired Computation and Applications Laboratory (NICAL), University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Nature Inspired Comput. & Applic. Lab. (NICAL), Univ. of Sci. & Technol. of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010827013","display_name":"Thomas Weise","orcid":"https://orcid.org/0000-0002-9687-8509"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Thomas Weise","raw_affiliation_strings":["Nature Inspired Computation and Applications Laboratory (NICAL), University of Science and Technology of China, Hefei, Anhui, China","Nature Inspired Comput. & Applic. Lab. (NICAL), Univ. of Sci. & Technol. of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Nature Inspired Computation and Applications Laboratory (NICAL), University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Nature Inspired Comput. & Applic. Lab. (NICAL), Univ. of Sci. & Technol. of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063409190","display_name":"Alexandre Devert","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Alexandre Devert","raw_affiliation_strings":["Nature Inspired Computation and Applications Laboratory (NICAL), University of Science and Technology of China, Hefei, Anhui, China","Nature Inspired Comput. & Applic. Lab. (NICAL), Univ. of Sci. & Technol. of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Nature Inspired Computation and Applications Laboratory (NICAL), University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Nature Inspired Comput. & Applic. Lab. (NICAL), Univ. of Sci. & Technol. of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052369081","display_name":"Raymond Chiang","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raymond Chiang","raw_affiliation_strings":["The University of Newcastle, Callaghan, NSW, AU","School of Design, Communication and IT, University of Newcastle , Newcastle, NSW , Australia"],"affiliations":[{"raw_affiliation_string":"The University of Newcastle, Callaghan, NSW, AU","institution_ids":["https://openalex.org/I78757542"]},{"raw_affiliation_string":"School of Design, Communication and IT, University of Newcastle , Newcastle, NSW , Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103963648"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.4827,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85693535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"78","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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/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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9871000051498413,"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/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.9332098960876465},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.6992277503013611},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6226365566253662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5342950224876404},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5330442786216736},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5054244995117188},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4909379780292511},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37232911586761475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37202829122543335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25689804553985596}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.9332098960876465},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.6992277503013611},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6226365566253662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5342950224876404},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5330442786216736},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5054244995117188},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4909379780292511},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37232911586761475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37202829122543335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25689804553985596},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cipls.2013.6595203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cipls.2013.6595203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Production and Logistics Systems (CIPLS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.698.7449","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.698.7449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.it-weise.de/documents/files/OWDC2013SADAFTSP.pdf","raw_type":"text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:12550f7a-7a5d-455b-ac91-3d2e887bd880/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/365174","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Production and Logistics Systems (CIPLS 2013), 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Singapore, 16-19 April 2013, pp. 78-85","raw_type":""},{"id":"pmh:uon:16263","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1057777","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W298987871","https://openalex.org/W307896644","https://openalex.org/W626292722","https://openalex.org/W855166337","https://openalex.org/W1483736078","https://openalex.org/W1499265623","https://openalex.org/W1503369191","https://openalex.org/W1540047875","https://openalex.org/W1559839959","https://openalex.org/W1576818901","https://openalex.org/W1593481303","https://openalex.org/W1971123384","https://openalex.org/W1988724604","https://openalex.org/W2017927472","https://openalex.org/W2074950779","https://openalex.org/W2107631366","https://openalex.org/W2117226423","https://openalex.org/W2124290836","https://openalex.org/W2130874399","https://openalex.org/W2144837496","https://openalex.org/W2193978766","https://openalex.org/W2324108981","https://openalex.org/W2478542413","https://openalex.org/W3132390209","https://openalex.org/W4214490720","https://openalex.org/W6629968053","https://openalex.org/W6791597733"],"related_works":["https://openalex.org/W1525389557","https://openalex.org/W2361554335","https://openalex.org/W2359992618","https://openalex.org/W2054495636","https://openalex.org/W4306878646","https://openalex.org/W2164188042","https://openalex.org/W2913191894","https://openalex.org/W3157689847","https://openalex.org/W4389782626","https://openalex.org/W2495211334"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"Evolutionary":[4],"Algorithm":[5],"using":[6,134],"a":[7,26,37,58,68,84,127],"new":[8],"ontogenic":[9],"approach,":[10],"called":[11],"Staged":[12],"Developmental":[13],"Genetic":[14,136],"Programming":[15],"(SDGP),":[16],"for":[17],"solving":[18],"symmetric":[19],"Traveling":[20],"Salesman":[21],"Problems":[22],"(TSPs).":[23],"In":[24,64],"SDGP,":[25],"genotype-phenotype":[27],"mapping":[28],"(gpm)":[29],"is":[30,61,94,118,124],"used":[31],"to":[32,36,75,83,106,158],"refine":[33],"candidate":[34,41],"solutions":[35,42],"TSP":[38,164],"\u2014":[39],"these":[40],"are":[43,101,112,132],"represented":[44],"as":[45],"permutations.":[46],"The":[47,92,130],"gpm":[48],"performs":[49],"several":[50],"development":[51,69],"steps,":[52],"in":[53,162],"each":[54,65],"of":[55,79,87],"which":[56,100],"such":[57],"permutation":[59],"x":[60,88],"incrementally":[62],"modified.":[63],"iteration":[66],"within":[67],"step,":[70],"the":[71,97,107,115,150,163],"process":[72],"can":[73],"choose":[74],"either":[76],"apply":[77],"one":[78],"seven":[80],"different":[81],"modifications":[82],"specific":[85],"section":[86],"or":[89],"do":[90],"nothing.":[91],"choice":[93],"made":[95],"by":[96],"genotypes":[98,131],"g,":[99],"functions":[102],"assigning":[103],"real-valued":[104],"ratings":[105,111],"possible":[108],"modifications.":[109],"Smaller":[110],"better":[113],"and":[114,153],"best-rated":[116],"modification":[117],"then":[119],"applied,":[120],"if":[121],"its":[122],"rating":[123],"lower":[125],"than":[126],"given":[128],"threshold.":[129],"evolved":[133],"tree-based":[135],"Programming.":[137],"Comprehensive":[138],"numerical":[139],"simulation":[140],"experiments":[141],"show":[142],"that":[143],"our":[144],"proposed":[145],"algorithm":[146],"scales":[147],"well":[148],"with":[149],"problem":[151],"size":[152],"delivers":[154],"competitive":[155],"results":[156],"compared":[157],"other":[159],"state-of-the-art":[160],"approaches":[161],"literature.":[165]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
