{"id":"https://openalex.org/W3138890074","doi":"https://doi.org/10.1007/s10462-021-09984-0","title":"Tangent-cut optimizer on gradient descent: an approach towards Hybrid Heuristics","display_name":"Tangent-cut optimizer on gradient descent: an approach towards Hybrid Heuristics","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3138890074","doi":"https://doi.org/10.1007/s10462-021-09984-0","mag":"3138890074"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-021-09984-0","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5059986772","display_name":"Saptarshi Biswas","orcid":"https://orcid.org/0000-0001-7082-023X"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Saptarshi Biswas","raw_affiliation_strings":["Computer Science, Iowa State University, Ames, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Iowa State University, Ames, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110586248","display_name":"Subhrapratim Nath","orcid":null},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhrapratim Nath","raw_affiliation_strings":["Computer Science and Engineering, Jadavpur University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051050665","display_name":"Sumagna Dey","orcid":"https://orcid.org/0000-0001-5739-722X"},"institutions":[],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumagna Dey","raw_affiliation_strings":["Computer Science and Engineering, Meghnad Saha Institute of Technology, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Meghnad Saha Institute of Technology, Kolkata, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052238339","display_name":"Utsha Majumdar","orcid":null},"institutions":[],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Utsha Majumdar","raw_affiliation_strings":["Computer Science and Engineering, Meghnad Saha Institute of Technology, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Meghnad Saha Institute of Technology, Kolkata, India","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059986772"],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090,"provenance":"doaj"},"apc_paid":null,"fwci":0.456,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.634001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":76,"max":78},"biblio":{"volume":"55","issue":"2","first_page":"1121","last_page":"1147"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987,"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":0.9987,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9961,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9947,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/mnist-database","display_name":"MNIST database","score":0.7773107},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness","score":0.5359972},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic Gradient Descent","score":0.44578776},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.44438133},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.4284473}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.7773107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5813734},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5661633},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.54247344},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5359972},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4858901},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47825184},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.44578776},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.44438133},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.4284473},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.255863},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.21703368},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.188575},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-021-09984-0","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.48}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":29,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1495775210","https://openalex.org/W1967715425","https://openalex.org/W1998456004","https://openalex.org/W2030959369","https://openalex.org/W2049568214","https://openalex.org/W2052309646","https://openalex.org/W2122032069","https://openalex.org/W2140759234","https://openalex.org/W2144086856","https://openalex.org/W2156051492","https://openalex.org/W2169209574","https://openalex.org/W2210692376","https://openalex.org/W2615477230","https://openalex.org/W2618530766","https://openalex.org/W2734739919","https://openalex.org/W2783547213","https://openalex.org/W2806617866","https://openalex.org/W2953469147","https://openalex.org/W2965147997","https://openalex.org/W2969945254","https://openalex.org/W3000621674","https://openalex.org/W3063913079","https://openalex.org/W3082362152","https://openalex.org/W3121748795","https://openalex.org/W3142119278","https://openalex.org/W41687329","https://openalex.org/W4249571003","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4366280654","https://openalex.org/W4315785049","https://openalex.org/W4225929918","https://openalex.org/W4206903459","https://openalex.org/W3118286710","https://openalex.org/W3095450733","https://openalex.org/W3015792155","https://openalex.org/W2937906318","https://openalex.org/W2895097035","https://openalex.org/W2754816816"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3138890074","counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-01-06T12:53:36.591377","created_date":"2021-03-29"}