{"id":"https://openalex.org/W2081236918","doi":"https://doi.org/10.1109/cec.2010.5586284","title":"Genetic Network Programming with generalized rule accumulation","display_name":"Genetic Network Programming with generalized rule accumulation","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2081236918","doi":"https://doi.org/10.1109/cec.2010.5586284","mag":"2081236918"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on 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/A5030547287","display_name":"Lutao Wang","orcid":"https://orcid.org/0000-0002-0743-7104"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Lutao Wang","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Japan","Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037937808","display_name":"Shingo Mabu","orcid":"https://orcid.org/0000-0002-8759-8337"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shingo Mabu","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Japan","Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022604276","display_name":"Qingbiao Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qingbiao Meng","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Japan","Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013008417","display_name":"Kotaro Hirasawa","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kotaro Hirasawa","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Japan","Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Japan#TAB#","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030547287"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":0.7226,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77803147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"122 c","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14011","display_name":"Elevator Systems and Control","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9911999702453613,"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":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7293550968170166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6865116357803345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.476418137550354},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4488508999347687},{"id":"https://openalex.org/keywords/fitness-approximation","display_name":"Fitness approximation","score":0.44479697942733765},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.429287314414978},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4155324101448059},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3693055510520935},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.35343408584594727},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.28129956126213074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17563769221305847}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7293550968170166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6865116357803345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.476418137550354},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4488508999347687},{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.44479697942733765},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.429287314414978},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4155324101448059},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3693055510520935},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.35343408584594727},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.28129956126213074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17563769221305847},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5586284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W103047629","https://openalex.org/W211516191","https://openalex.org/W308941486","https://openalex.org/W1497256448","https://openalex.org/W1517016597","https://openalex.org/W1576818901","https://openalex.org/W1639032689","https://openalex.org/W1980346781","https://openalex.org/W2030562831","https://openalex.org/W2086600750","https://openalex.org/W2103290798","https://openalex.org/W2112585582","https://openalex.org/W2113032078","https://openalex.org/W2128346380","https://openalex.org/W2129453771","https://openalex.org/W2130063495","https://openalex.org/W2148836909","https://openalex.org/W2154808242","https://openalex.org/W2156750468","https://openalex.org/W2166219119","https://openalex.org/W2191419716","https://openalex.org/W6675643874","https://openalex.org/W6683300902"],"related_works":["https://openalex.org/W1583704618","https://openalex.org/W2091246427","https://openalex.org/W2029013302","https://openalex.org/W2559572301","https://openalex.org/W1589480767","https://openalex.org/W2012451526","https://openalex.org/W1792573625","https://openalex.org/W1594431409","https://openalex.org/W1523210215","https://openalex.org/W1479817123"],"abstract_inverted_index":{"Genetic":[0],"Network":[1],"Programming(GNP)":[2],"is":[3,19,24,35,84,142,179],"a":[4,11,64,85,127],"newly":[5],"developed":[6],"evolutionary":[7,69,106],"computation":[8],"method":[9,66,133,160,178],"using":[10,78],"directed":[12],"graph":[13],"as":[14,116],"its":[15,20],"gene":[16],"structure,":[17],"which":[18,88,114,141],"unique":[21],"feature.":[22],"It":[23],"competent":[25],"for":[26,120,130,146],"dealing":[27,183],"with":[28,184],"complex":[29],"problems":[30,45],"in":[31,104,110,161],"dynamic":[32],"environments":[33],"and":[34,40,57,71,77,93,102,108,134,155,167,171],"now":[36],"being":[37],"well":[38],"studied":[39],"applied":[41,135],"to":[42,67,137],"many":[43],"real-world":[44],"such":[46],"as:":[47],"elevator":[48],"supervisory":[49],"control,":[50],"stock":[51],"price":[52],"prediction,":[53],"traffic":[54],"volume":[55],"forecast":[56],"data":[58],"mining,":[59],"etc.":[60],"This":[61],"paper":[62],"proposes":[63],"new":[65,122],"accumulate":[68],"experiences":[70],"guide":[72],"agent's":[73,123],"actions":[74],"by":[75],"extracting":[76],"generalized":[79,82,98,175],"rules.":[80],"Each":[81],"rule":[83,112,176],"state-action":[86],"chain":[87],"contains":[89],"the":[90,94,105,111,131,138,153,158,174],"past":[91],"information":[92],"current":[95],"information.":[96],"These":[97],"rules":[99],"are":[100],"accumulated":[101],"updated":[103],"period":[107],"stored":[109],"pool":[113],"serves":[115],"an":[117,143],"experience":[118],"set":[119],"guiding":[121],"actions.":[124],"We":[125],"designed":[126],"two-stage":[128],"architecture":[129],"proposed":[132,159],"it":[136],"Tile-world":[139],"problem,":[140],"excellent":[144],"benchmark":[145],"multi-agent":[147],"systems.":[148],"The":[149],"simulation":[150],"results":[151],"demonstrated":[152],"efficiency":[154],"effectiveness":[156],"of":[157,163],"terms":[162],"both":[164],"generalization":[165],"ability":[166],"average":[168],"fitness":[169],"values":[170],"showed":[172],"that":[173],"accumulation":[177],"especially":[180],"remarkable":[181],"when":[182],"non-markov":[185],"problems.":[186]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}