{"id":"https://openalex.org/W3022020326","doi":"https://doi.org/10.1145/3384544.3384597","title":"An Educational Tool Aimed at Learning Metaheuristics","display_name":"An Educational Tool Aimed at Learning Metaheuristics","publication_year":2020,"publication_date":"2020-02-18","ids":{"openalex":"https://openalex.org/W3022020326","doi":"https://doi.org/10.1145/3384544.3384597","mag":"3022020326"},"language":"en","primary_location":{"id":"doi:10.1145/3384544.3384597","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3384544.3384597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Software and Computer Applications","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/A5018534407","display_name":"Md. Abdul Kader","orcid":"https://orcid.org/0000-0003-0949-5030"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Md. Abdul Kader","raw_affiliation_strings":["Universiti Malaysia Pahang, Pahang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Malaysia Pahang, Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079263602","display_name":"Jamal A. Jamaluddin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jamal A. Jamaluddin","raw_affiliation_strings":["Pakaratwork Sdn. Bhd, Petaling Jaya, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Pakaratwork Sdn. Bhd, Petaling Jaya, Selangor, Malaysia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053001881","display_name":"Kamal Z. Zamli","orcid":"https://orcid.org/0000-0003-4626-0513"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kamal Z. Zamli","raw_affiliation_strings":["Universiti Malaysia Pahang, Pahang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Malaysia Pahang, Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018534407"],"corresponding_institution_ids":["https://openalex.org/I102913810"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.04414603,"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":"79","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9980000257492065,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.9269586801528931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.722038984298706},{"id":"https://openalex.org/keywords/software-tool","display_name":"Software tool","score":0.528460681438446},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.524332582950592},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4613914489746094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4518147110939026},{"id":"https://openalex.org/keywords/search-based-software-engineering","display_name":"Search-based software engineering","score":0.4502130448818207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4379502534866333},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33159348368644714},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.321895956993103},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.16293546557426453},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15336096286773682},{"id":"https://openalex.org/keywords/software-design","display_name":"Software design","score":0.13988855481147766}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.9269586801528931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.722038984298706},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.528460681438446},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.524332582950592},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4613914489746094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4518147110939026},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.4502130448818207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4379502534866333},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33159348368644714},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.321895956993103},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.16293546557426453},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15336096286773682},{"id":"https://openalex.org/C52913732","wikidata":"https://www.wikidata.org/wiki/Q857102","display_name":"Software design","level":4,"score":0.13988855481147766}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3384544.3384597","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3384544.3384597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Software and Computer Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1613273921","https://openalex.org/W1698059316","https://openalex.org/W2011146591","https://openalex.org/W2012078961","https://openalex.org/W2024060531","https://openalex.org/W2069116252","https://openalex.org/W2155440168","https://openalex.org/W2232317135","https://openalex.org/W2291872533","https://openalex.org/W2306115793","https://openalex.org/W2738900493","https://openalex.org/W2775737949","https://openalex.org/W2791498522","https://openalex.org/W2791899797","https://openalex.org/W2798358022","https://openalex.org/W2911449682","https://openalex.org/W2922792316","https://openalex.org/W2938886060","https://openalex.org/W2962182762","https://openalex.org/W2982291081","https://openalex.org/W2987011972","https://openalex.org/W4246565613","https://openalex.org/W6656506093"],"related_works":["https://openalex.org/W1972392166","https://openalex.org/W2128289553","https://openalex.org/W2077160445","https://openalex.org/W2101130707","https://openalex.org/W2790503447","https://openalex.org/W2599165042","https://openalex.org/W1480600971","https://openalex.org/W4239450275","https://openalex.org/W2506540455","https://openalex.org/W3022020326"],"abstract_inverted_index":{"In":[0],"this":[1,50,81,102],"paper,":[2],"we":[3],"introduce":[4],"an":[5,31],"education":[6],"tool":[7,28,51,82,107,126],"for":[8,34,56,75],"learning":[9],"metaheuristic":[10,21,38],"algorithms":[11],"that":[12,108],"allows":[13],"displaying":[14],"the":[15,19,24,58,62,66,71,117,123,128],"convergence":[16],"speed":[17],"of":[18],"corresponding":[20],"upon":[22],"setting/changing":[23],"dependable":[25],"parameters.":[26],"This":[27,119],"can":[29,68],"be":[30,96],"educational":[32],"assistant":[33],"beginners":[35],"to":[36],"learn":[37],"in":[39,98,131],"theoretical":[40],"lectures":[41],"as":[42,44],"well":[43],"practical":[45],"sessions.":[46],"Implemented":[47],"with":[48],"Java,":[49],"provides":[52,134],"a":[53,76,105],"friendly":[54],"GUI":[55],"setting":[57],"parameters":[59],"and":[60,88,127,133],"display":[61],"result":[63],"from":[64],"where":[65],"learner":[67],"see":[69],"how":[70],"selected":[72],"algorithm":[73],"converges":[74],"particular":[77],"problem":[78],"solution.":[79],"Initially,":[80],"adopts":[83],"only":[84,112],"Crow":[85],"Search,":[86],"Jaya,":[87],"Sine":[89],"Cosine":[90],"algorithms.":[91],"But":[92],"more":[93],"metaheuristics":[94,130],"will":[95,109],"included":[97],"future":[99,135],"research.":[100],"However,":[101],"application":[103],"is":[104],"useful":[106],"help":[110],"not":[111],"beginner":[113],"learners":[114],"but":[115],"also":[116,121],"researchers.":[118],"paper":[120],"describes":[122],"proposed":[124],"software":[125],"mentioned":[129],"detail":[132],"research":[136],"work":[137],"on":[138],"it.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}