{"id":"https://openalex.org/W1997987278","doi":"https://doi.org/10.1145/2464576.2464636","title":"A novel pheromone-based evolutionary algorithm for solving degree-constrained minimum spanning tree problem","display_name":"A novel pheromone-based evolutionary algorithm for solving degree-constrained minimum spanning tree problem","publication_year":2013,"publication_date":"2013-07-06","ids":{"openalex":"https://openalex.org/W1997987278","doi":"https://doi.org/10.1145/2464576.2464636","mag":"1997987278"},"language":"en","primary_location":{"id":"doi:10.1145/2464576.2464636","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464576.2464636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference companion on Genetic and evolutionary computation","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/A5037682675","display_name":"Xiao-ma Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao-ma Huang","raw_affiliation_strings":["Sun Yat-sen Univerisity, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen Univerisity, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063438356","display_name":"Yue\u2010Jiao Gong","orcid":"https://orcid.org/0000-0002-5648-1160"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue-jiao Gong","raw_affiliation_strings":["Sun Yat-sen Univerisity, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen Univerisity, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Sun Yat-sen Univerisity, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen Univerisity, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037682675"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07005036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/spanning-tree","display_name":"Spanning tree","score":0.7255622148513794},{"id":"https://openalex.org/keywords/distributed-minimum-spanning-tree","display_name":"Distributed minimum spanning tree","score":0.717247486114502},{"id":"https://openalex.org/keywords/minimum-spanning-tree","display_name":"Minimum spanning tree","score":0.6817029714584351},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6485628485679626},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6237645745277405},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5754169821739197},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.5731465220451355},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5163132548332214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4926929771900177},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4845361113548279},{"id":"https://openalex.org/keywords/kruskals-algorithm","display_name":"Kruskal's algorithm","score":0.4616170823574066},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.44448143243789673},{"id":"https://openalex.org/keywords/reverse-delete-algorithm","display_name":"Reverse-delete algorithm","score":0.4214153289794922},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41759639978408813},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37433403730392456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24369782209396362},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.20524126291275024},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07625871896743774}],"concepts":[{"id":"https://openalex.org/C64331007","wikidata":"https://www.wikidata.org/wiki/Q831672","display_name":"Spanning tree","level":2,"score":0.7255622148513794},{"id":"https://openalex.org/C65949645","wikidata":"https://www.wikidata.org/wiki/Q5283163","display_name":"Distributed minimum spanning tree","level":3,"score":0.717247486114502},{"id":"https://openalex.org/C13743678","wikidata":"https://www.wikidata.org/wiki/Q240464","display_name":"Minimum spanning tree","level":2,"score":0.6817029714584351},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6485628485679626},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6237645745277405},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5754169821739197},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.5731465220451355},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5163132548332214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4926929771900177},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4845361113548279},{"id":"https://openalex.org/C63645285","wikidata":"https://www.wikidata.org/wiki/Q797860","display_name":"Kruskal's algorithm","level":3,"score":0.4616170823574066},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44448143243789673},{"id":"https://openalex.org/C199346575","wikidata":"https://www.wikidata.org/wiki/Q4925151","display_name":"Reverse-delete algorithm","level":4,"score":0.4214153289794922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41759639978408813},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37433403730392456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24369782209396362},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.20524126291275024},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07625871896743774},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2464576.2464636","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464576.2464636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1998891182","https://openalex.org/W2067028650","https://openalex.org/W2114013964","https://openalex.org/W2161880126","https://openalex.org/W2166674700"],"related_works":["https://openalex.org/W4380840098","https://openalex.org/W2899787781","https://openalex.org/W2418231958","https://openalex.org/W2381121915","https://openalex.org/W2387385213","https://openalex.org/W2074214908","https://openalex.org/W4242086819","https://openalex.org/W2390742649","https://openalex.org/W2384589661","https://openalex.org/W2363076693"],"abstract_inverted_index":{"The":[0,21,174],"degree-constrained":[1],"minimum":[2],"spanning":[3,39,123,145],"tree":[4,92,166],"problem":[5],"(dc-MSTP)":[6],"is":[7,16,47,60,108,154,180],"crucial":[8],"in":[9,41,50,169,188],"the":[10,33,48,51,55,70,73,98,112,116,119,122,128,140,144,150,162,165,191],"design":[11],"of":[12,58,75,100,115,121,164,178,185],"networks":[13],"and":[14,160,176],"it":[15],"proved":[17],"to":[18,61,80,96,118,142,157],"be":[19,81,158,172],"NP-hard.":[20],"recently":[22],"developed":[23],"evolutionary":[24],"algorithm":[25],"utilizing":[26],"node-depth-degree":[27],"representation":[28],"(EANDD)":[29],"has":[30,78],"successfully":[31],"enabled":[32],"dc-MSTP":[34],"solvable":[35],"by":[36],"generating":[37],"new":[38],"trees":[40],"average":[42],"time":[43],"complexity":[44],",":[45],"which":[46],"fastest":[49],"literature.":[52],"However,":[53],"as":[54,134],"generic":[56],"operation":[57,168],"EANDD":[59,76,170],"change":[62],"two":[63],"edges":[64],"that":[65],"are":[66],"randomly":[67],"selected":[68,159],"from":[69],"entire":[71],"tree,":[72],"efficiency":[74,99,163],"still":[77],"potential":[79],"further":[82],"improved.":[83,173],"In":[84,147],"this":[85,148],"paper,":[86],"we":[87],"propose":[88],"a":[89,105,135,183],"novel":[90],"pheromone-based":[91],"modification":[93,167],"method":[94],"(PTMM)":[95],"improve":[97],"EANDD.":[101,193],"For":[102],"each":[103,132],"edge,":[104],"pheromone":[106,129],"value":[107,130],"defined":[109],"based":[110],"on":[111,131,182],"historical":[113],"contribution":[114],"edge":[117,133,141,153],"fitness":[120],"tree.":[124,146],"Then,":[125],"PTMM":[126,179],"considers":[127],"desirability":[136],"measure":[137],"for":[138],"selecting":[139],"construct":[143],"way,":[149],"more":[151,155],"promising":[152],"likely":[156],"therefore":[161],"can":[171],"effectiveness":[175],"effieciency":[177],"demonstrated":[181],"set":[184],"benchmark":[186],"instances":[187],"comparison":[189],"with":[190],"original":[192]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
