{"id":"https://openalex.org/W2309249958","doi":"https://doi.org/10.3233/his-160215","title":"Understating continuous ant colony optimization for neural network training: A case study on intelligent sensing of manhole gas components","display_name":"Understating continuous ant colony optimization for neural network training: A case study on intelligent sensing of manhole gas components","publication_year":2016,"publication_date":"2016-03-11","ids":{"openalex":"https://openalex.org/W2309249958","doi":"https://doi.org/10.3233/his-160215","mag":"2309249958"},"language":"en","primary_location":{"id":"doi:10.3233/his-160215","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-160215","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","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/A5058318377","display_name":"Varun Ojha","orcid":"https://orcid.org/0000-0002-9256-1192"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"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":["CZ","IN"],"is_corresponding":true,"raw_author_name":"Varun Kumar Ojha","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","IT4Innovations, V\u0160B Technical University of Ostrava, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"IT4Innovations, V\u0160B Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070517688","display_name":"Paramartha Dutta","orcid":"https://orcid.org/0000-0003-3946-2440"},"institutions":[{"id":"https://openalex.org/I130291710","display_name":"Visva-Bharati University","ror":"https://ror.org/02y28sc20","country_code":"IN","type":"education","lineage":["https://openalex.org/I130291710"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Paramartha Dutta","raw_affiliation_strings":["Department of Computer and System Sciences, Visva-Bharati University, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer and System Sciences, Visva-Bharati University, India","institution_ids":["https://openalex.org/I130291710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052039961","display_name":"Atal Chaudhuri","orcid":"https://orcid.org/0000-0003-4253-1216"},"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":"Atal Chaudhuri","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110941063","display_name":"Hiranmay Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I98365261","display_name":"Indian Institute of Engineering Science and Technology, Shibpur","ror":"https://ror.org/02ytfzr55","country_code":"IN","type":"education","lineage":["https://openalex.org/I98365261"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hiranmay Saha","raw_affiliation_strings":["CEGESS, Indian Institute of Engineering Science and Technology, Howrah, India"],"affiliations":[{"raw_affiliation_string":"CEGESS, Indian Institute of Engineering Science and Technology, Howrah, India","institution_ids":["https://openalex.org/I98365261"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058318377"],"corresponding_institution_ids":["https://openalex.org/I142208455","https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":1.7139,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88508532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":"4","first_page":"185","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9937000274658203,"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":0.9937000274658203,"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/T10320","display_name":"Neural Networks and Applications","score":0.9918000102043152,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8586099147796631},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244645953178406},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.6647447943687439},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5908151865005493},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5889558792114258},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5877203345298767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5610668659210205},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4606066048145294},{"id":"https://openalex.org/keywords/conjugate-gradient-method","display_name":"Conjugate gradient method","score":0.4431951344013214},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.44037947058677673},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42955392599105835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42243343591690063},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23371383547782898}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8586099147796631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244645953178406},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.6647447943687439},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5908151865005493},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5889558792114258},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5877203345298767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5610668659210205},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4606066048145294},{"id":"https://openalex.org/C81184566","wikidata":"https://www.wikidata.org/wiki/Q1191895","display_name":"Conjugate gradient method","level":2,"score":0.4431951344013214},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.44037947058677673},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42955392599105835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42243343591690063},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23371383547782898}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/his-160215","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-160215","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W9147904","https://openalex.org/W216936380","https://openalex.org/W1498436455","https://openalex.org/W1504489733","https://openalex.org/W1537792506","https://openalex.org/W1566102345","https://openalex.org/W1852107442","https://openalex.org/W1969590972","https://openalex.org/W1975009952","https://openalex.org/W1988942883","https://openalex.org/W1996331270","https://openalex.org/W1998377617","https://openalex.org/W2004523084","https://openalex.org/W2009543464","https://openalex.org/W2049934031","https://openalex.org/W2058399571","https://openalex.org/W2073173109","https://openalex.org/W2099813064","https://openalex.org/W2100072750","https://openalex.org/W2107941094","https://openalex.org/W2118051273","https://openalex.org/W2120031474","https://openalex.org/W2120646876","https://openalex.org/W2124253297","https://openalex.org/W2126113286","https://openalex.org/W2154929945","https://openalex.org/W2165301864","https://openalex.org/W2167835651","https://openalex.org/W2171838047","https://openalex.org/W2540112162","https://openalex.org/W2541444035","https://openalex.org/W2801840425","https://openalex.org/W3106138598","https://openalex.org/W4246673598","https://openalex.org/W6633917005","https://openalex.org/W6638814381","https://openalex.org/W6643856013","https://openalex.org/W6647744133","https://openalex.org/W6650023489","https://openalex.org/W6665039313","https://openalex.org/W6677836799","https://openalex.org/W6685320495","https://openalex.org/W6728479558","https://openalex.org/W6728925871"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W1547053391","https://openalex.org/W4312154385","https://openalex.org/W2207919472","https://openalex.org/W1521781013","https://openalex.org/W2185955524","https://openalex.org/W1975009952","https://openalex.org/W2115605526","https://openalex.org/W2462483068","https://openalex.org/W1588949866"],"abstract_inverted_index":{"In":[0],"this":[1,103,142],"work,":[2],"we":[3,64],"proposed":[4,65],"various":[5,46],"strategies":[6],"for":[7,22,40,77],"improving":[8],"the":[9,107,151,164],"performance":[10,108,128,152],"of":[11,34,53,102,112,117,123,136],"continuous":[12],"ant":[13],"colony":[14],"optimization":[15],"algorithm":[16],"(ACO^*),":[17],"which":[18,72],"was":[19,38,85,90,105,130,138],"used":[20,39,73],"here":[21],"optimizing":[23],"neural":[24],"network":[25],"(NN).":[26],"Here,":[27],"a":[28,74],"real-world":[29],"problem,":[30],"that":[31,89,163],"is,":[32],"detection":[33],"manhole":[35,79],"gas":[36],"components,":[37],"case":[41],"study.":[42],"Manhole":[43],"cont":[44],"ains":[45],"toxic":[47,55],"and":[48,97,110,121,156,186],"explosive":[49],"gases.":[50,80],"Therefore,":[51],"pre-detection":[52],"these":[54],"gases":[56],"is":[57],"crucial":[58],"to":[59,66,83,149,171],"avoid":[60],"human":[61],"fatality.":[62],"Hence,":[63,115],"design":[67],"an":[68],"intelligent":[69],"sensory":[70],"system,":[71],"trained":[75],"NN":[76,84,158,173],"detecting":[78],"The":[81,99],"training":[82,159,174],"provided":[86],"using":[87,92],"dataset":[88],"generated":[91],"laboratory":[93],"tests,":[94],"sensor's":[95],"data-sheets,":[96],"literature.":[98],"primary":[100],"focus":[101],"work":[104],"on":[106],"evaluation":[109,129],"improvement":[111],"ACO^*":[113,118,124,137,155,166],"algorithm.":[114,188],"understanding":[116],"parameter":[119],"tuning":[120],"enhancements":[122],"parameters":[125],"through":[126],"%its":[127],"well":[131],"studied.":[132],"Moreover,":[133],"complexity":[134],"analysis":[135],"firmly":[139],"addressed.":[140],"%in":[141],"article.":[143],"We":[144,161],"extended":[145],"our":[146],"article":[147],"scope":[148],"cover":[150],"comparisons":[153],"between":[154],"other":[157,172],"algorithms.":[160],"found":[162],"improved":[165],"performed":[167],"best":[168],"in":[169],"comparison":[170],"algorithms":[175],"such":[176],"as":[177],"backpropagation,":[178],"conjugate":[179],"gradient,":[180],"particle":[181],"swarm":[182],"optimization,":[183],"simulated":[184],"annealing,":[185],"genetic":[187]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}