{"id":"https://openalex.org/W1925151116","doi":"https://doi.org/10.1109/cig.2015.7317662","title":"Tutorial II: Representations for evolutionary computation in games","display_name":"Tutorial II: Representations for evolutionary computation in games","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1925151116","doi":"https://doi.org/10.1109/cig.2015.7317662","mag":"1925151116"},"language":"en","primary_location":{"id":"doi:10.1109/cig.2015.7317662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2015.7317662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computational Intelligence and Games (CIG)","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/A5080870632","display_name":"Daniel Ashlock","orcid":"https://orcid.org/0000-0003-2209-7504"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Daniel Ashlock","raw_affiliation_strings":["Department of Mathe-matics and Statistics at the University of Guelph in Guelph, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Mathe-matics and Statistics at the University of Guelph in Guelph, Ontario, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5080870632"],"corresponding_institution_ids":["https://openalex.org/I79817857"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03633954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9945999979972839,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9945999979972839,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9617999792098999,"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":0.9194999933242798,"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/corollary","display_name":"Corollary","score":0.7503904104232788},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.7092921733856201},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6745661497116089},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.6677889823913574},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.653923749923706},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5893741250038147},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5691717863082886},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5386064052581787},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5008819103240967},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4931785464286804},{"id":"https://openalex.org/keywords/human-based-evolutionary-computation","display_name":"Human-based evolutionary computation","score":0.48651570081710815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3774682879447937},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.3134883642196655},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27727609872817993},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25837019085884094},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.11252203583717346}],"concepts":[{"id":"https://openalex.org/C2780012671","wikidata":"https://www.wikidata.org/wiki/Q1343870","display_name":"Corollary","level":2,"score":0.7503904104232788},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.7092921733856201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6745661497116089},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.6677889823913574},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.653923749923706},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5893741250038147},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5691717863082886},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5386064052581787},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5008819103240967},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4931785464286804},{"id":"https://openalex.org/C158564503","wikidata":"https://www.wikidata.org/wiki/Q5936745","display_name":"Human-based evolutionary computation","level":5,"score":0.48651570081710815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3774682879447937},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.3134883642196655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27727609872817993},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25837019085884094},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.11252203583717346},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cig.2015.7317662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2015.7317662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computational Intelligence and Games (CIG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1573147006","https://openalex.org/W2528958959","https://openalex.org/W4879471","https://openalex.org/W68431430","https://openalex.org/W1852966908","https://openalex.org/W2086263357","https://openalex.org/W68304801","https://openalex.org/W41249964","https://openalex.org/W2482072397","https://openalex.org/W2616345470"],"abstract_inverted_index":{"Representation":[0],"is":[1,16,33,48,74],"a":[2,21],"central":[3],"issue":[4],"in":[5,20,52,67],"evolutionary":[6,57],"computation.":[7],"The":[8,31],"no":[9,17],"free":[10],"lunch":[11],"theorem":[12],"demonstrates":[13],"that":[14,34],"there":[15],"intrinsic":[18],"advantage":[19],"particular":[22],"algorithm":[23,58],"when":[24],"considered":[25],"against":[26],"complete":[27],"spaces":[28],"of":[29,46,55,93,100],"problems.":[30],"corollary":[32],"algorithms":[35],"should":[36],"be":[37,103],"fitted":[38],"to":[39],"the":[40,49,53,60,70,91],"problems":[41],"they":[42],"are":[43],"solving.":[44],"Choice":[45],"representation":[47,101],"primary":[50],"point":[51],"design":[54,92],"an":[56],"where":[59],"designer":[61],"can":[62],"incorporate":[63],"domain":[64],"knowledge":[65],"and,":[66],"effect,":[68],"choose":[69],"adaptive":[71],"landscape":[72],"he":[73],"searching.":[75],"This":[76],"tutorial":[77],"will":[78,102],"introduces":[79],"representations":[80],"for":[81,85,90],"level":[82],"design,":[83],"agents":[84],"playing":[86],"mathematical":[87],"games,":[88],"and":[89],"non-player":[94],"characters.":[95],"Time":[96],"permitting,":[97],"other":[98],"examples":[99],"included.":[104]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
