{"id":"https://openalex.org/W2113032078","doi":"https://doi.org/10.1109/cec.2009.4983346","title":"Genetic Network Programming with Rule Accumulation Considering Judgment Order","display_name":"Genetic Network Programming with Rule Accumulation Considering Judgment Order","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2113032078","doi":"https://doi.org/10.1109/cec.2009.4983346","mag":"2113032078"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4983346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 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":["Japan","Grad. Sch. of Inf. Production & Syst., Waseda Univ., Kitakyushu"],"affiliations":[{"raw_affiliation_string":"Japan","institution_ids":[]},{"raw_affiliation_string":"Grad. Sch. of Inf. Production & Syst., Waseda Univ., Kitakyushu","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037798591","display_name":"Fengming Ye","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":"Fengming Ye","raw_affiliation_strings":["Japan","Grad. Sch. of Inf. Production & Syst., Waseda Univ., Kitakyushu"],"affiliations":[{"raw_affiliation_string":"Japan","institution_ids":[]},{"raw_affiliation_string":"Grad. Sch. of Inf. Production & Syst., Waseda Univ., Kitakyushu","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":["Japan","Grad. Sch. of Inf. Production & Syst., Waseda Univ., Kitakyushu"],"affiliations":[{"raw_affiliation_string":"Japan","institution_ids":[]},{"raw_affiliation_string":"Grad. Sch. of Inf. Production & Syst., Waseda Univ., Kitakyushu","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":1.7447,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87378929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3176","last_page":"3182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9983000159263611,"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":0.9983000159263611,"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/T14011","display_name":"Elevator Systems and Control","score":0.9955999851226807,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9900000095367432,"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/computer-science","display_name":"Computer science","score":0.690839409828186},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.6513914465904236},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5733116865158081},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5695861577987671},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5302015542984009},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5090381503105164},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5039142966270447},{"id":"https://openalex.org/keywords/reusability","display_name":"Reusability","score":0.49569928646087646},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.49232232570648193},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4777911603450775},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4719597101211548},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44831186532974243},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4455114006996155},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4346703290939331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4339102506637573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28480264544487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1785913109779358},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.107388436794281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.690839409828186},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.6513914465904236},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5733116865158081},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5695861577987671},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5302015542984009},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5090381503105164},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5039142966270447},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.49569928646087646},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.49232232570648193},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4777911603450775},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4719597101211548},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44831186532974243},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4455114006996155},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4346703290939331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4339102506637573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28480264544487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1785913109779358},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.107388436794281},{"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2009.4983346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on 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":17,"referenced_works":["https://openalex.org/W1496149204","https://openalex.org/W1497256448","https://openalex.org/W1576818901","https://openalex.org/W1980346781","https://openalex.org/W1999105969","https://openalex.org/W2057251175","https://openalex.org/W2086600750","https://openalex.org/W2100846479","https://openalex.org/W2103290798","https://openalex.org/W2128478047","https://openalex.org/W2129453771","https://openalex.org/W2130063495","https://openalex.org/W2154808242","https://openalex.org/W2156750468","https://openalex.org/W2191419716","https://openalex.org/W6674917185","https://openalex.org/W6683300902"],"related_works":["https://openalex.org/W2561856575","https://openalex.org/W1792573625","https://openalex.org/W1925901016","https://openalex.org/W2097965245","https://openalex.org/W4294725171","https://openalex.org/W1485885287","https://openalex.org/W2553277926","https://openalex.org/W2139799987","https://openalex.org/W4384024076","https://openalex.org/W1578871554"],"abstract_inverted_index":{"Genetic":[0],"Network":[1],"Programming":[2],"(GNP)":[3],"is":[4,68,84,107,184],"an":[5,137],"evolutionary":[6],"algorithm":[7,47],"derived":[8],"form":[9],"GA":[10],"and":[11,23,34,55,97,116,155,171,193,230],"GP.":[12],"It":[13],"can":[14],"deal":[15],"with":[16,75,82,88,159,182,213],"complex":[17],"problems":[18],"in":[19,100,143,201,225],"dynamic":[20],"environments":[21],"efficiently":[22],"effectively":[24],"because":[25],"of":[26,32,64,73,112,125,140,162,175,189],"its":[27,50,205],"directed":[28],"graph":[29],"structure,":[30],"reusability":[31],"nodes,":[33],"implicit":[35],"memory":[36],"function.":[37],"This":[38],"paper":[39],"proposed":[40],"a":[41,110,117,130],"new":[42],"method":[43,223],"to":[44,85,186,203],"optimize":[45],"GNP":[46,74,141,181,212,222],"by":[48],"strengthening":[49],"exploitation":[51],"ability":[52],"through":[53],"extracting":[54,148],"using":[56],"rules.":[57],"In":[58,178],"the":[59,62,101,122,126,132,144,149,152,160,163,176,187,198,220,226],"former":[60],"research,":[61],"order":[63,89,202],"judgment":[65,114],"node":[66],"chain":[67],"ignored.":[69],"The":[70,207],"basic":[71],"idea":[72],"Rule":[76],"Accumulation":[77],"Considering":[78],"Judgment":[79],"Order":[80],"(GNP":[81],"RA)":[83],"extract":[86],"rules":[87,150],"having":[90],"high":[91],"fitness":[92,228],"values":[93],"from":[94],"each":[95],"individual":[96],"store":[98],"them":[99,158],"pool":[102,134],"every":[103],"generation.":[104],"A":[105],"rule":[106,133],"defined":[108],"as":[109,136,197],"sequence":[111],"successive":[113],"results":[115,209],"processing":[118],"node,":[119],"which":[120],"represents":[121],"good":[123],"experiences":[124],"past":[127],"behaviors.":[128],"As":[129],"result,":[131],"serves":[135],"experience":[138],"set":[139],"obtained":[142],"evolution":[145,153],"process.":[146],"By":[147],"during":[151],"period":[154],"then":[156],"matching":[157],"situations":[161],"environment,":[164],"we":[165],"could":[166,215],"guide":[167],"agents'":[168,191],"behavior":[169],"properly":[170],"get":[172],"better":[173,217],"performance":[174],"agents.":[177],"this":[179],"paper,":[180],"RA":[183,214],"applied":[185],"problem":[188],"determining":[190],"behaviors":[192],"Tile-world":[194],"was":[195],"used":[196],"simulation":[199,208],"environment":[200],"evaluate":[204],"effectiveness.":[206],"demonstrate":[210],"that":[211],"have":[216],"performances":[218],"than":[219],"conventional":[221],"both":[224],"average":[227],"value":[229],"stability.":[231]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}