{"id":"https://openalex.org/W2121134963","doi":"https://doi.org/10.1142/s0218001497000202","title":"Designing Hopfield Type Networks Using Genetic Algorithms and Its Comparison with Simulated Annealing","display_name":"Designing Hopfield Type Networks Using Genetic Algorithms and Its Comparison with Simulated Annealing","publication_year":1997,"publication_date":"1997-05-01","ids":{"openalex":"https://openalex.org/W2121134963","doi":"https://doi.org/10.1142/s0218001497000202","mag":"2121134963"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001497000202","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001497000202","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5037803714","display_name":"Sankar K. Pal","orcid":"https://orcid.org/0000-0003-3301-4751"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sankar K. Pal","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, 203 B. T. Road, Calcutta 700 035, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, 203 B. T. Road, Calcutta 700 035, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102668031","display_name":"Susmita De","orcid":null},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Susmita De","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, 203 B. T. Road, Calcutta 700 035, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, 203 B. T. Road, Calcutta 700 035, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025656702","display_name":"Ashish Ghosh","orcid":"https://orcid.org/0000-0003-1548-5576"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Ghosh","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, 203 B. T. Road, Calcutta 700 035, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, 203 B. T. Road, Calcutta 700 035, India","institution_ids":["https://openalex.org/I6498739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037803714"],"corresponding_institution_ids":["https://openalex.org/I6498739"],"apc_list":null,"apc_paid":null,"fwci":2.9252,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.91759166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"11","issue":"03","first_page":"447","last_page":"461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9894999861717224,"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/T10320","display_name":"Neural Networks and Applications","score":0.9894999861717224,"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/simulated-annealing","display_name":"Simulated annealing","score":0.7873274087905884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7275093197822571},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6908033490180969},{"id":"https://openalex.org/keywords/hopfield-network","display_name":"Hopfield network","score":0.6742029786109924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6735512018203735},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6587187647819519},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5652816295623779},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5504069924354553},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4893912374973297},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.4753439426422119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.412492960691452},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37205591797828674},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21324306726455688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1933402121067047}],"concepts":[{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7873274087905884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275093197822571},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6908033490180969},{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.6742029786109924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6735512018203735},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6587187647819519},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5652816295623779},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5504069924354553},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4893912374973297},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.4753439426422119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.412492960691452},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37205591797828674},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21324306726455688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1933402121067047},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001497000202","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001497000202","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2475480881","https://openalex.org/W1518796764","https://openalex.org/W2022006488","https://openalex.org/W2118841422","https://openalex.org/W2121723556","https://openalex.org/W347294048","https://openalex.org/W2288977275","https://openalex.org/W54727051","https://openalex.org/W2155956102","https://openalex.org/W2900864464"],"abstract_inverted_index":{"An":[0],"application":[1],"of":[2,25,28,32,34,37,41,43,45,52,62,74,84,93],"Genetic":[3],"Algorithms":[4],"(GAs)":[5],"to":[6,69,72,88],"evolve":[7],"Hopfield":[8],"type":[9],"optimum":[10],"neural":[11],"network":[12,47],"architectures":[13,66],"for":[14,77,96],"object":[15],"extraction":[16],"problem":[17],"is":[18,67,86],"demonstrated.":[19],"Different":[20],"optimizing":[21],"functions":[22],"involving":[23],"minimization":[24,40],"energy":[26],"value":[27,61],"the":[29,46,63,78],"network,":[30],"maximization":[31],"percentage":[33],"correct":[35],"classification":[36],"pixels":[38],"(pcc),":[39],"number":[42],"connections":[44],"(noc),":[48],"and":[49,54],"a":[50],"combination":[51],"pcc":[53],"noc":[55,60],"have":[56],"been":[57],"considered.":[58],"The":[59,82],"evolved":[64],"(sub)optimal":[65],"seen":[68,87],"be":[70,89],"reduced":[71],"two-third":[73],"that":[75,92],"required":[76],"fully":[79],"connected":[80],"version.":[81],"performance":[83],"GA":[85],"better":[90],"than":[91],"Simulated":[94],"Annealing":[95],"this":[97],"problem.":[98]},"counts_by_year":[{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
