{"id":"https://openalex.org/W2143924462","doi":"https://doi.org/10.1145/1068009.1068293","title":"CGP visits the Santa Fe trail","display_name":"CGP visits the Santa Fe trail","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2143924462","doi":"https://doi.org/10.1145/1068009.1068293","mag":"2143924462"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068293","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference 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/A5049493682","display_name":"Cezary Z. Janikow","orcid":null},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cezary Z. Janikow","raw_affiliation_strings":["University of Missouri - St. Louis, St. Louis, MO","University of Missouri, St. Louis, St. Louis, MO#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Missouri - St. Louis, St. Louis, MO","institution_ids":["https://openalex.org/I208333798"]},{"raw_affiliation_string":"University of Missouri, St. Louis, St. Louis, MO#TAB#","institution_ids":["https://openalex.org/I208333798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063351441","display_name":"Christopher Mann","orcid":"https://orcid.org/0000-0002-7517-0157"},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher J. Mann","raw_affiliation_strings":["University of Missouri - St. Louis, St. Louis, MO","University of Missouri, St. Louis, St. Louis, MO#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Missouri - St. Louis, St. Louis, MO","institution_ids":["https://openalex.org/I208333798"]},{"raw_affiliation_string":"University of Missouri, St. Louis, St. Louis, MO#TAB#","institution_ids":["https://openalex.org/I208333798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049493682"],"corresponding_institution_ids":["https://openalex.org/I208333798"],"apc_list":null,"apc_paid":null,"fwci":0.9162,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82110051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1697","last_page":"1704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9890000224113464,"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/heuristics","display_name":"Heuristics","score":0.9675557613372803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6801974773406982},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5926713943481445},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4940820038318634},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47397440671920776},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4649948179721832},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4541941285133362},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4055303633213043},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3970421850681305},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3530747890472412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34189850091934204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19902628660202026},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06756591796875}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.9675557613372803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6801974773406982},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5926713943481445},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4940820038318634},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47397440671920776},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4649948179721832},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4541941285133362},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4055303633213043},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3970421850681305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3530747890472412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34189850091934204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19902628660202026},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06756591796875},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1068009.1068293","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference 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":12,"referenced_works":["https://openalex.org/W12292114","https://openalex.org/W147708904","https://openalex.org/W186803210","https://openalex.org/W285555131","https://openalex.org/W1517016597","https://openalex.org/W1538797803","https://openalex.org/W1570563254","https://openalex.org/W1582584999","https://openalex.org/W1643230496","https://openalex.org/W2011865711","https://openalex.org/W2027649639","https://openalex.org/W2279435443"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1690653314","https://openalex.org/W2401723157","https://openalex.org/W2065055572","https://openalex.org/W2784269775","https://openalex.org/W2952904874"],"abstract_inverted_index":{"GP":[0,28,100,204],"uses":[1],"trees":[2],"to":[3,20,159,161,182],"represent":[4],"chromosomes.":[5],"The":[6],"user":[7],"defines":[8],"the":[9,14,22,25,30,38,41,46,62,65,68,88,95,102,110,130,133,156,166,170,173,176,179,183,196],"representation":[10],"space":[11],"by":[12,125,195],"defining":[13],"set":[15],"of":[16,40,45,67,97,132,172,178],"functions":[17],"and":[18,27,34,49,53,64,123,154,175],"terminals":[19],"label":[21],"nodes":[23],"in":[24,142],"trees,":[26],"searches":[29],"space.":[31],"Previous":[32],"research":[33],"experimentation":[35],"show":[36,137],"that":[37,138,147,155],"choice":[39,44],"function/terminal":[42],"set,":[43],"initial":[47],"population,":[48],"some":[50,84,139],"other":[51,162],"explicit":[52],"implicit":[54],"\"design\"":[55],"factors":[56],"have":[57],"great":[58],"influence":[59],"on":[60,87,99,108],"both":[61],"quality":[63],"speed":[66],"evolution.":[69],"Such":[70],"heuristics":[71,98,120,140,149,157,174,191,202],"are":[72,121,150],"valuable":[73],"simply":[74],"because":[75,81],"they":[76,82],"improve":[77],"GP's":[78],"performance,":[79],"or":[80],"enforce":[83],"desired":[85],"properties":[86],"solutions.":[89],"In":[90],"this":[91],"paper,":[92],"we":[93,114],"evaluate":[94],"effect":[96],"solving":[101],"Santa":[103],"Fe":[104],"trail.":[105],"We":[106,186],"concentrate":[107],"improving":[109,203],"solution":[111],"quality,":[112],"but":[113,165],"also":[115,187],"look":[116],"at":[117],"efficiency.":[118],"Various":[119],"tried":[122],"mixed":[124],"hand,":[126],"while":[127],"evaluated":[128],"with":[129,169,192],"help":[131],"CGP":[134],"system.":[135],"Results":[136],"result":[141],"very":[143],"substantial":[144],"performance":[145],"improvements,":[146],"complex":[148],"usually":[151],"not":[152],"decomposable,":[153],"generalize":[158],"apply":[160],"similar":[163],"problems,":[164],"applicability":[167],"reduces":[168],"complexity":[171],"dissimilarity":[177],"new":[180],"problem":[181],"old":[184],"one.":[185],"compare":[188],"such":[189],"user-mixed":[190],"those":[193],"generated":[194],"ACGP":[197],"system":[198],"which":[199],"automatically":[200],"extracts":[201],"performance.":[205]},"counts_by_year":[{"year":2013,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
