{"id":"https://openalex.org/W2020536405","doi":"https://doi.org/10.1109/coginf.2011.6016133","title":"An interactive visualization of Genetic Algorithm on 2-D graph","display_name":"An interactive visualization of Genetic Algorithm on 2-D graph","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2020536405","doi":"https://doi.org/10.1109/coginf.2011.6016133","mag":"2020536405"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2011.6016133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2011.6016133","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 10th International Conference on Cognitive Informatics and Cognitive Computing (ICCI-CC'11)","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/A5022466020","display_name":"Humera Farooq","orcid":"https://orcid.org/0000-0002-7636-6522"},"institutions":[{"id":"https://openalex.org/I4210090078","display_name":"The Future University","ror":"https://ror.org/0092t1z08","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210090078"]}],"countries":["SD"],"is_corresponding":true,"raw_author_name":"Humera Farooq","raw_affiliation_strings":["Computer Science Department, Future University, Khartoum, Sudan"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Future University, Khartoum, Sudan","institution_ids":["https://openalex.org/I4210090078"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109516520","display_name":"M. Nordin Zakaria","orcid":null},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M Nordin Zakaria","raw_affiliation_strings":["Computer and Information Sciences Department, Universiti Teknologi Petronas, Bandar Seri Iskandar, Tronoh, Malaysia","Computer and Information Sciences Department, Universiti Teknologi Petronas, Tronoh, Malaysia"],"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences Department, Universiti Teknologi Petronas, Bandar Seri Iskandar, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Computer and Information Sciences Department, Universiti Teknologi Petronas, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079884366","display_name":"Mohd Fadzil Hassan","orcid":"https://orcid.org/0000-0001-9912-6890"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Fadzil Hassan","raw_affiliation_strings":["Computer and Information Sciences Department, Universiti Teknologi Petronas, Bandar Seri Iskandar, Tronoh, Malaysia","Computer and Information Sciences Department, Universiti Teknologi Petronas, Tronoh, Malaysia"],"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences Department, Universiti Teknologi Petronas, Bandar Seri Iskandar, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Computer and Information Sciences Department, Universiti Teknologi Petronas, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057724970","display_name":"Suziah Sulaiman","orcid":"https://orcid.org/0000-0003-0956-9853"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Suziah Sulaiman","raw_affiliation_strings":["Computer and Information Sciences Department, Universiti Teknologi Petronas, Bandar Seri Iskandar, Tronoh, Malaysia","Computer and Information Sciences Department, Universiti Teknologi Petronas, Tronoh, Malaysia"],"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences Department, Universiti Teknologi Petronas, Bandar Seri Iskandar, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Computer and Information Sciences Department, Universiti Teknologi Petronas, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022466020"],"corresponding_institution_ids":["https://openalex.org/I4210090078"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09231288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9842000007629395,"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/visualization","display_name":"Visualization","score":0.7844184041023254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.698306143283844},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5343723893165588},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5201802253723145},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.513279914855957},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.49918293952941895},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49852871894836426},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4518621861934662},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4371086359024048},{"id":"https://openalex.org/keywords/multidimensional-data","display_name":"Multidimensional data","score":0.42543575167655945},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4018627107143402},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3826475441455841},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29989391565322876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15696817636489868}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7844184041023254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.698306143283844},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5343723893165588},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5201802253723145},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.513279914855957},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.49918293952941895},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49852871894836426},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4518621861934662},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4371086359024048},{"id":"https://openalex.org/C3019022308","wikidata":"https://www.wikidata.org/wiki/Q1418353","display_name":"Multidimensional data","level":2,"score":0.42543575167655945},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4018627107143402},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3826475441455841},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29989391565322876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15696817636489868},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginf.2011.6016133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2011.6016133","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 10th International Conference on Cognitive Informatics and Cognitive Computing (ICCI-CC'11)","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":21,"referenced_works":["https://openalex.org/W67587585","https://openalex.org/W177944623","https://openalex.org/W1497256448","https://openalex.org/W1521287240","https://openalex.org/W1536519904","https://openalex.org/W1537726161","https://openalex.org/W1562145899","https://openalex.org/W1580911485","https://openalex.org/W1659842140","https://openalex.org/W1698239574","https://openalex.org/W1830386480","https://openalex.org/W1860503109","https://openalex.org/W1871643532","https://openalex.org/W2000690667","https://openalex.org/W2019283403","https://openalex.org/W2103254169","https://openalex.org/W2117976840","https://openalex.org/W2151019861","https://openalex.org/W2614006968","https://openalex.org/W3157093187","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2081517010","https://openalex.org/W2223060330","https://openalex.org/W160596652"],"abstract_inverted_index":{"The":[0,57,130,163],"visualization":[1,35],"of":[2,12,24,28,44,60,80,92,102,157,171],"search":[3,26,72,113],"space":[4,27],"makes":[5],"it":[6],"easy":[7],"to":[8,64,68,75,106,121,139,152,167,175,177,182],"understand":[9],"the":[10,13,29,41,45,70,77,81,90,98,112,116,137,141,154,169,172,183],"behavior":[11],"Genetic":[14,185],"Algorithms":[15],"(GAs).":[16],"We":[17],"proposed":[18,173],"a":[19,108,122,144],"novel":[20],"way":[21],"for":[22,97,143],"representation":[23],"multidimensional":[25],"GA":[30,71,82],"on":[31,40],"2-D":[32],"graph.":[33],"This":[34],"is":[36,51,63,104],"carried":[37,133],"out":[38,134],"based":[39],"gene":[42],"values":[43],"current":[46],"generation,":[47,100],"and":[48,74],"user":[49,103,118,128],"interruption":[50],"only":[52],"required":[53,105],"after":[54],"several":[55],"generations.":[56,88],"main":[58],"contribution":[59],"this":[61],"research":[62],"propose":[65,107],"an":[66],"approach":[67,174],"visualize":[69],"data":[73],"improve":[76],"searching":[78],"process":[79,156],"with":[83],"user's":[84],"intention":[85],"in":[86,111,126,160],"different":[87],"Besides":[89],"selection":[91],"best":[93],"individual":[94,110],"or":[95],"parents":[96],"next":[99],"interference":[101],"new":[109],"space.":[114,162],"Hence,":[115],"active":[117],"intervention":[119],"leads":[120],"faster":[123],"searching,":[124],"resulting":[125],"less":[127],"fatigue.":[129],"experiments":[131,164],"were":[132,165],"by":[135],"evolving":[136],"parameters":[138],"derive":[140],"rules":[142,148],"Parametric":[145],"L-System.":[146],"These":[147],"are":[149],"then":[150],"used":[151],"model":[153],"growth":[155],"branching":[158],"structures":[159],"3-D":[161],"conducted":[166],"evaluate":[168],"ability":[170],"converge":[176],"optimized":[178],"solution":[179],"as":[180],"compared":[181],"Simple":[184],"Algorithm":[186],"(SGA).":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
