{"id":"https://openalex.org/W2017746512","doi":"https://doi.org/10.1145/1276958.1277059","title":"Towards the coevolution of cellular automata controllers for chemical computing with the B-Z reaction","display_name":"Towards the coevolution of cellular automata controllers for chemical computing with the B-Z reaction","publication_year":2007,"publication_date":"2007-07-07","ids":{"openalex":"https://openalex.org/W2017746512","doi":"https://doi.org/10.1145/1276958.1277059","mag":"2017746512"},"language":"en","primary_location":{"id":"doi:10.1145/1276958.1277059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1276958.1277059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.uwe.ac.uk/19045/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059210639","display_name":"Christopher Stone","orcid":"https://orcid.org/0000-0002-9512-9987"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Christopher Stone","raw_affiliation_strings":["University of the West of England"],"affiliations":[{"raw_affiliation_string":"University of the West of England","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114173883","display_name":"Rita T\u00f3th","orcid":null},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rita Toth","raw_affiliation_strings":["University of the West of England"],"affiliations":[{"raw_affiliation_string":"University of the West of England","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036652783","display_name":"Andrew Adamatzky","orcid":"https://orcid.org/0000-0003-1073-2662"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Adamatzky","raw_affiliation_strings":["University of the West of England"],"affiliations":[{"raw_affiliation_string":"University of the West of England","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015613473","display_name":"Ben de Lacy Costello","orcid":"https://orcid.org/0000-0003-2999-6801"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ben de Lacy Costello","raw_affiliation_strings":["University of the West of England"],"affiliations":[{"raw_affiliation_string":"University of the West of England","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103185578","display_name":"Larry Bull","orcid":"https://orcid.org/0000-0002-9072-2343"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Larry Bull","raw_affiliation_strings":["University of the West of England"],"affiliations":[{"raw_affiliation_string":"University of the West of England","institution_ids":["https://openalex.org/I178535277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059210639"],"corresponding_institution_ids":["https://openalex.org/I178535277"],"apc_list":null,"apc_paid":null,"fwci":1.1207,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77686415,"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":"472","last_page":"478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12162","display_name":"Cellular Automata and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.7562691569328308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6248136758804321},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.5733378529548645},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.5663169622421265},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42280250787734985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22562384605407715},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12008675932884216},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.07167297601699829}],"concepts":[{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.7562691569328308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6248136758804321},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.5733378529548645},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.5663169622421265},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42280250787734985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22562384605407715},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12008675932884216},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.07167297601699829}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1276958.1277059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1276958.1277059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.uwe.ac.uk:19045","is_oa":true,"landing_page_url":"http://eprints.uwe.ac.uk/19045/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:eprints.uwe.ac.uk:19045","is_oa":true,"landing_page_url":"http://eprints.uwe.ac.uk/19045/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W200355080","https://openalex.org/W206050258","https://openalex.org/W1497256448","https://openalex.org/W1498880886","https://openalex.org/W1533966446","https://openalex.org/W1593727427","https://openalex.org/W1652437284","https://openalex.org/W1945301239","https://openalex.org/W1967005644","https://openalex.org/W2004539915","https://openalex.org/W2025261511","https://openalex.org/W2036756263","https://openalex.org/W2068004760","https://openalex.org/W2073323082","https://openalex.org/W2092589298","https://openalex.org/W2418011578","https://openalex.org/W2582494049","https://openalex.org/W2894564506","https://openalex.org/W2949233608","https://openalex.org/W4230819670","https://openalex.org/W4243099941","https://openalex.org/W4300828746","https://openalex.org/W4388252848"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3144412313","https://openalex.org/W2634235285","https://openalex.org/W2492504662","https://openalex.org/W2122994901","https://openalex.org/W200599908","https://openalex.org/W2020991882","https://openalex.org/W4389610483","https://openalex.org/W3029360881","https://openalex.org/W2141069492"],"abstract_inverted_index":{"We":[0],"propose":[1],"that":[2],"the":[3,54,75,95,102],"behaviour":[4,81],"of":[5,18,47,56,69,101],"non-linear":[6,24],"media":[7],"can":[8,26],"be":[9,27],"controlled":[10,62],"automatically":[11],"through":[12,98],"coevolutionary":[13],"systems.":[14,114],"By":[15],"extension,":[16],"forms":[17],"unconventional":[19],"computing,":[20],"i.e.,":[21],"massively":[22],"parallel":[23],"computers,":[25],"realised":[28],"by":[29],"such":[30],"an":[31],"approach.":[32],"In":[33],"this":[34],"study":[35],"a":[36,43,57,64,83],"light-sensitive":[37],"sub-excitable":[38],"Belousov-Zhabotinsky":[39],"reaction":[40],"in":[41,78,108],"which":[42],"checkerboard":[44],"image":[45],"comprised":[46],"varying":[48],"light":[49,103],"intensity":[50,104],"cells":[51],"projected":[52],"onto":[53,74],"surface":[55],"catalyst":[58],"loaded":[59],"gel":[60,76],"is":[61,87],"using":[63],"heterogeneous":[65],"cellular":[66,85],"automaton.":[67],"Pulses":[68],"wave":[70],"fragments":[71],"are":[72],"injected":[73],"resulting":[77],"rich":[79],"spatio-temporal":[80],"and":[82,111],"coevolved":[84],"automaton":[86],"shown":[88],"able":[89],"to":[90],"either":[91],"increase":[92],"or":[93],"decrease":[94],"chemical":[96,113],"activity":[97],"dynamic":[99],"control":[100],"within":[105],"each":[106],"cell":[107],"both":[109],"simulated":[110],"real":[112]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}