{"id":"https://openalex.org/W2163467402","doi":"https://doi.org/10.1145/1830483.1830640","title":"Symbiosis, complexification and simplicity under GP","display_name":"Symbiosis, complexification and simplicity under GP","publication_year":2010,"publication_date":"2010-07-07","ids":{"openalex":"https://openalex.org/W2163467402","doi":"https://doi.org/10.1145/1830483.1830640","mag":"2163467402"},"language":"en","primary_location":{"id":"doi:10.1145/1830483.1830640","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004241713","display_name":"Peter Lichodzijewski","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter Lichodzijewski","raw_affiliation_strings":["Dalhousie University, Halifax, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003699164","display_name":"Malcolm I. Heywood","orcid":"https://orcid.org/0000-0002-1521-0671"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Malcolm I. Heywood","raw_affiliation_strings":["Dalhousie University, Halifax, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":3.8145,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.94874324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"853","last_page":"860"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9923999905586243,"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/simplicity","display_name":"Simplicity","score":0.7585238218307495},{"id":"https://openalex.org/keywords/inheritance","display_name":"Inheritance (genetic algorithm)","score":0.7223585247993469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6651059985160828},{"id":"https://openalex.org/keywords/metaphor","display_name":"Metaphor","score":0.5055265426635742},{"id":"https://openalex.org/keywords/complexification","display_name":"Complexification","score":0.48438674211502075},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47075989842414856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46954116225242615},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.45039573311805725},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44798874855041504},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4393303394317627},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22457748651504517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18484711647033691},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.167679101228714},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09499356150627136},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08754029870033264},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07863110303878784}],"concepts":[{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.7585238218307495},{"id":"https://openalex.org/C2780902518","wikidata":"https://www.wikidata.org/wiki/Q6033780","display_name":"Inheritance (genetic algorithm)","level":3,"score":0.7223585247993469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6651059985160828},{"id":"https://openalex.org/C2778311575","wikidata":"https://www.wikidata.org/wiki/Q18534","display_name":"Metaphor","level":2,"score":0.5055265426635742},{"id":"https://openalex.org/C2777103148","wikidata":"https://www.wikidata.org/wiki/Q445569","display_name":"Complexification","level":2,"score":0.48438674211502075},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47075989842414856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46954116225242615},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.45039573311805725},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44798874855041504},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4393303394317627},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22457748651504517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18484711647033691},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.167679101228714},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09499356150627136},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08754029870033264},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07863110303878784},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1830483.1830640","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322337","display_name":"Killam Trusts","ror":"https://ror.org/021cbtn85"},{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W53188351","https://openalex.org/W94609200","https://openalex.org/W1501239440","https://openalex.org/W1513009135","https://openalex.org/W1519324360","https://openalex.org/W1540301079","https://openalex.org/W1541688028","https://openalex.org/W1576818901","https://openalex.org/W1595833556","https://openalex.org/W1984987629","https://openalex.org/W1999972271","https://openalex.org/W2018375997","https://openalex.org/W2029874061","https://openalex.org/W2079867944","https://openalex.org/W2100211715","https://openalex.org/W2105802878","https://openalex.org/W2107899042","https://openalex.org/W2117539519","https://openalex.org/W2122379760","https://openalex.org/W2130774030","https://openalex.org/W2141813915","https://openalex.org/W2145833756","https://openalex.org/W2169929293","https://openalex.org/W2378567322","https://openalex.org/W2384540742","https://openalex.org/W4205699531","https://openalex.org/W4388277938"],"related_works":["https://openalex.org/W2368019753","https://openalex.org/W2333930193","https://openalex.org/W2737356002","https://openalex.org/W2246241526","https://openalex.org/W2374150061","https://openalex.org/W4301122218","https://openalex.org/W2120616085","https://openalex.org/W2081340182","https://openalex.org/W2369703001","https://openalex.org/W2732413517"],"abstract_inverted_index":{"Models":[0],"of":[1,20,30,40,57,84,93],"Genetic":[2],"Programming":[3],"(GP)":[4],"frequently":[5],"reflect":[6],"a":[7,18,43,60,90],"neo-Darwinian":[8],"view":[9],"to":[10,50],"evolution":[11,58],"in":[12,71,82],"which":[13],"inheritance":[14,41],"is":[15],"based":[16],"on":[17],"process":[19],"gradual":[21],"refinement":[22],"and":[23,86],"the":[24,28,76],"resulting":[25],"solutions":[26,77],"take":[27],"form":[29],"single":[31],"monolithic":[32],"programs.":[33],"Conversely,":[34],"introducing":[35],"an":[36],"explicitly":[37],"symbiotic":[38,55],"model":[39],"makes":[42],"divide-and-conquer":[44],"metaphor":[45],"for":[46],"problem":[47,95],"decomposition":[48],"central":[49],"evolution.":[51],"Benchmarking":[52],"gradualist":[53],"versus":[54],"models":[56],"under":[59],"common":[61],"evolutionary":[62],"framework":[63],"illustrates":[64],"that":[65],"not":[66],"only":[67],"does":[68],"symbiosis":[69],"result":[70],"more":[72],"accurate":[73],"solutions,":[74],"but":[75],"are":[78],"also":[79],"much":[80],"simpler":[81],"terms":[83],"instruction":[85],"attribute":[87],"count":[88],"over":[89],"wide":[91],"range":[92],"classification":[94],"domains.":[96]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
