{"id":"https://openalex.org/W7225404288","doi":"https://doi.org/10.1080/21642583.2026.2753894","title":"Characteristic analysis of noise-induced artificial landscape functions using a virtual instrument-based framework","display_name":"Characteristic analysis of noise-induced artificial landscape functions using a virtual instrument-based framework","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225404288","doi":"https://doi.org/10.1080/21642583.2026.2753894"},"language":"en","primary_location":{"id":"doi:10.1080/21642583.2026.2753894","doi":"https://doi.org/10.1080/21642583.2026.2753894","is_oa":true,"landing_page_url":"https://doi.org/10.1080/21642583.2026.2753894","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/21642583.2026.2753894?needAccess=true","source":{"id":"https://openalex.org/S2506060491","display_name":"Systems Science & Control Engineering","issn_l":"2164-2583","issn":["2164-2583"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems Science & Control Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/21642583.2026.2753894?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161011750","display_name":"Vishnu Polavakalipalayam Andavan","orcid":"https://orcid.org/0009-0000-6375-0587","observed_orcids":["https://orcid.org/0009-0000-6375-0587"]},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vishnu Polavakalipalayam Andavan","raw_affiliation_strings":["School of Electrical Engineering, Vellore Institute of Technology"],"raw_orcid":"https://orcid.org/0009-0000-6375-0587","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036075433","display_name":"Ruban Nersisson","orcid":"https://orcid.org/0000-0003-1695-3618","observed_orcids":["https://orcid.org/0000-0003-1695-3618"]},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nersisson Ruban","raw_affiliation_strings":["School of Electrical Engineering, Vellore Institute of Technology"],"raw_orcid":"https://orcid.org/0000-0003-1695-3618","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036075433"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":{"value":950,"currency":"GBP","value_usd":1165},"apc_paid":{"value":950,"currency":"GBP","value_usd":1165},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9868000149726868,"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":0.9868000149726868,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.00559999980032444,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.0013000000035390258,"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/robustness-analysis","display_name":"robustness analysis","score":0.7820000052452087},{"id":"https://openalex.org/keywords/labview-virtual-instrument","display_name":"LabVIEW virtual instrument","score":0.7459999918937683},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.5550000071525574},{"id":"https://openalex.org/keywords/laplace-noise","display_name":"Laplace noise","score":0.968999981880188},{"id":"https://openalex.org/keywords/bernoulli-gaussian-noise","display_name":"Bernoulli-Gaussian noise","score":0.9409999847412109},{"id":"https://openalex.org/keywords/multimodality","display_name":"multimodality","score":0.7599999904632568},{"id":"https://openalex.org/keywords/drift-ratio","display_name":"drift ratio","score":0.7329999804496765},{"id":"https://openalex.org/keywords/stability-index","display_name":"stability index","score":0.75},{"id":"https://openalex.org/keywords/griewank-function","display_name":"Griewank function","score":0.9789999723434448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48170000314712524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42419999837875366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3695000112056732},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25220000743865967},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.2443999946117401},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2418999969959259}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/21642583.2026.2753894","doi":"https://doi.org/10.1080/21642583.2026.2753894","is_oa":true,"landing_page_url":"https://doi.org/10.1080/21642583.2026.2753894","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/21642583.2026.2753894?needAccess=true","source":{"id":"https://openalex.org/S2506060491","display_name":"Systems Science & Control Engineering","issn_l":"2164-2583","issn":["2164-2583"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems Science & Control Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ded6e69265ad499b8de7c71b1942ef15","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/ded6e69265ad499b8de7c71b1942ef15","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems Science & Control Engineering, Vol 14, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/21642583.2026.2753894","doi":"https://doi.org/10.1080/21642583.2026.2753894","is_oa":true,"landing_page_url":"https://doi.org/10.1080/21642583.2026.2753894","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/21642583.2026.2753894?needAccess=true","source":{"id":"https://openalex.org/S2506060491","display_name":"Systems Science & Control Engineering","issn_l":"2164-2583","issn":["2164-2583"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems Science & Control Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322838","display_name":"VIT University","ror":"https://ror.org/00qzypv28"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225404288.pdf","grobid_xml":"https://content.openalex.org/works/W7225404288.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W41409100","https://openalex.org/W203276351","https://openalex.org/W1621033150","https://openalex.org/W1646309082","https://openalex.org/W1993377828","https://openalex.org/W2044400415","https://openalex.org/W2119401655","https://openalex.org/W2156106639","https://openalex.org/W2296319761","https://openalex.org/W2492235722","https://openalex.org/W2555395830","https://openalex.org/W2888356085","https://openalex.org/W2905701416","https://openalex.org/W2955402101","https://openalex.org/W2963386287","https://openalex.org/W3014817382","https://openalex.org/W3027041747","https://openalex.org/W3111679652","https://openalex.org/W3123511746","https://openalex.org/W3130681086","https://openalex.org/W4207063358","https://openalex.org/W4255427937","https://openalex.org/W4295749382","https://openalex.org/W4301014524","https://openalex.org/W4381856254","https://openalex.org/W4391566946","https://openalex.org/W4396790852","https://openalex.org/W4403870419","https://openalex.org/W4407991529","https://openalex.org/W4408819433","https://openalex.org/W7220912846"],"related_works":["https://openalex.org/W6941002019","https://openalex.org/W1992441896","https://openalex.org/W3005940848","https://openalex.org/W4383694839","https://openalex.org/W1128824023","https://openalex.org/W86269906","https://openalex.org/W3186051752","https://openalex.org/W3124604898","https://openalex.org/W1982248777","https://openalex.org/W1982554491"],"abstract_inverted_index":{"Optimisation":[0],"under":[1,146,167,197],"uncertainty":[2],"requires":[3],"understanding":[4],"not":[5],"only":[6],"variations":[7],"in":[8],"objective":[9],"values":[10],"but":[11],"also":[12],"noise-induced":[13],"relocation":[14,123,155],"of":[15,32,124],"the":[16,29,125,130],"detected":[17,126],"optimum.":[18],"This":[19],"study":[20],"presents":[21],"a":[22,191],"reproducible":[23],"LabVIEW":[24],"virtual-instrument":[25],"framework":[26,174],"to":[27,53,73],"characterise":[28],"intrinsic":[30],"robustness":[31,195],"benchmark":[33,47],"optimisation":[34,40],"landscapes,":[35],"rather":[36,156],"than":[37,157],"evaluate":[38],"an":[39],"algorithm.":[41],"Seven":[42],"two-dimensional":[43],"and":[44,51,57,88,103,120,170,183],"three":[45],"three-dimensional":[46],"functions":[48],"were":[49,71,151],"discretised":[50],"subjected":[52],"variance-matched":[54],"Gaussian,":[55],"Laplace,":[56],"Bernoulli\u2013Gaussian":[58],"perturbations":[59],"across":[60],"six":[61],"noise":[62,95],"levels.":[63],"For":[64],"each":[65],"condition,":[66],"100":[67],"independent":[68],"noisy":[69],"realisations":[70],"generated":[72],"quantify":[74],"minimum-value":[75],"sensitivity,":[76,143,178],"radial":[77],"positional":[78,112],"dispersion,":[79,180],"bias":[80],"distance,":[81],"drift":[82],"ratio,":[83],"stability":[84],"index,":[85],"robustness-growth":[86],"coefficient,":[87],"confidence-based":[89],"repeatability.":[90],"The":[91,173],"results":[92],"show":[93],"that":[94],"response":[96],"depends":[97],"jointly":[98],"on":[99],"local":[100],"landscape":[101],"geometry":[102],"disturbance":[104],"distribution.":[105],"Strong,":[106],"directionally":[107],"balanced":[108],"confinement":[109],"generally":[110],"preserved":[111],"stability,":[113],"whereas":[114],"weakly":[115],"confined":[116],"directions,":[117],"narrow":[118],"basins,":[119],"multimodality":[121],"promoted":[122],"minimum.":[127],"Matyas":[128],"exhibited":[129],"largest":[131],"Gaussian":[132,147],"2D":[133],"dispersion-growth":[134],"coefficient":[135],"(4.54),":[136],"while":[137],"3D":[138],"Griewank":[139],"showed":[140,162],"substantially":[141],"greater":[142],"reaching":[144],"19.18":[145],"noise.":[148],"Most":[149],"conditions":[150],"dispersion-dominated,":[152],"indicating":[153],"stochastic":[154],"persistent":[158],"directional":[159],"drift;":[160],"Easom":[161],"more":[163],"pronounced":[164],"systematic":[165,181],"displacement":[166],"selected":[168],"impulsive":[169],"heavy-tailed":[171],"conditions.":[172],"uniquely":[175],"integrates":[176],"value":[177],"spatial":[179],"bias,":[182],"noise-dependent":[184],"growth":[185],"within":[186],"one":[187],"automated":[188],"protocol,":[189],"providing":[190],"geometry-sensitive":[192],"basis":[193],"for":[194],"assessment":[196],"uncertainty.":[198]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-07T00:00:00"}