{"id":"https://openalex.org/W2943149842","doi":"https://doi.org/10.1145/3312714.3312723","title":"Problems of Multi-Criteria Optimization in the Fuzzy Environment and Heuristic Methods of Their Solution","display_name":"Problems of Multi-Criteria Optimization in the Fuzzy Environment and Heuristic Methods of Their Solution","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2943149842","doi":"https://doi.org/10.1145/3312714.3312723","mag":"2943149842"},"language":"en","primary_location":{"id":"doi:10.1145/3312714.3312723","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3312714.3312723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 the 5th International Conference on e-Society, e-Learning and e-Technologies  - ICSLT 2019","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/A5058852807","display_name":"Batyr Orazbay\u0435v","orcid":"https://orcid.org/0000-0003-2109-6999"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Batyr Orazbayev","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083186125","display_name":"Baktygul Assanova","orcid":"https://orcid.org/0000-0003-1029-6266"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Baktygul Assanova","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084495030","display_name":"Kulman Orazbayeva","orcid":"https://orcid.org/0000-0002-1741-7553"},"institutions":[{"id":"https://openalex.org/I4210108340","display_name":"University of International Business","ror":"https://ror.org/01rvqzw67","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210108340"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Kulman Orazbayeva","raw_affiliation_strings":["Kazakh University of Economics, Finance and International Trade, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kazakh University of Economics, Finance and International Trade, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210108340"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081381439","display_name":"Valentina \u041cakhatova","orcid":"https://orcid.org/0000-0002-4082-9193"},"institutions":[{"id":"https://openalex.org/I4210154294","display_name":"Khalel Dosmukhamedov Atyrau University","ror":"https://ror.org/05nmhtv58","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210154294"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Makhatova Valentina","raw_affiliation_strings":["Atyrau State University named after Kh. Dosmukhamedov"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Atyrau State University named after Kh. Dosmukhamedov","institution_ids":["https://openalex.org/I4210154294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1831,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45581601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9573000073432922,"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"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9283999800682068,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6654912233352661},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6509802937507629},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.622157633304596},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.5947344899177551},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5303134322166443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5286610126495361},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5013706684112549},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4991419315338135},{"id":"https://openalex.org/keywords/fuzzy-transportation","display_name":"Fuzzy transportation","score":0.4338854253292084},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4309215247631073},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.4174252450466156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32188597321510315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22933337092399597}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6654912233352661},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6509802937507629},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.622157633304596},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.5947344899177551},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5303134322166443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5286610126495361},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5013706684112549},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4991419315338135},{"id":"https://openalex.org/C21214244","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy transportation","level":5,"score":0.4338854253292084},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4309215247631073},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.4174252450466156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32188597321510315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22933337092399597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3312714.3312723","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3312714.3312723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 the 5th International Conference on e-Society, e-Learning and e-Technologies  - ICSLT 2019","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2024919729","https://openalex.org/W2082821381","https://openalex.org/W2158022002","https://openalex.org/W2312778545","https://openalex.org/W2487775320","https://openalex.org/W4256230440","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W2674573885","https://openalex.org/W1485268022","https://openalex.org/W1975005191","https://openalex.org/W2331106272","https://openalex.org/W4361984403","https://openalex.org/W1542808721","https://openalex.org/W2960454922","https://openalex.org/W1487720066","https://openalex.org/W139981661"],"abstract_inverted_index":{"The":[0,21,78,134,166],"actual":[1],"problems":[2,11],"of":[3,23,45,56,65,99,107,125,129,139,142,150,155,172,190,201,216],"chemical-technological":[4],"systems":[5],"were":[6,16,33],"studied,":[7],"and":[8,28,41,50,70,94,111,118,204],"multi-criteria":[9,148,179],"optimization":[10,31,108,149],"in":[12,18,62,113,122,162,181,199],"a":[13,83,178],"fuzzy":[14,25,66,84,101,115,120,164,183,207,217],"environment":[15,116],"solved":[17,58,112],"this":[19],"work.":[20],"methods":[22,44,72,80],"the":[24,43,46,53,57,63,100,105,114,123,130,137,140,143,151,156,163,170,173,182,188,191,196,206,214],"set":[26],"theory":[27],"various":[29],"compromise":[30],"schemes":[32],"used":[34],"to":[35,187],"formalize":[36],"mathematical":[37,67],"statements.":[38],"By":[39],"modifying":[40],"adapting":[42],"main":[47],"criterion,":[48],"maximin":[49],"Pareto":[51],"set,":[52],"new":[54],"statements":[55],"problem":[59,85,106,180],"are":[60,76],"obtained":[61,167],"form":[64,124],"programming":[68],"problems,":[69],"effective":[71],"for":[73,147,176],"their":[74],"solution":[75],"developed.":[77],"proposed":[79,144,174],"allow":[81,95],"solving":[82,177],"without":[86],"its":[87],"preliminary":[88],"transformation":[89],"into":[90],"equivalent":[91],"deterministic":[92],"ones":[93],"making":[96],"maximum":[97],"use":[98],"initial":[102],"information.":[103],"Thus,":[104],"is":[109],"stated":[110],"preserving":[117],"using":[119],"information":[121],"experience,":[126],"knowledge,":[127],"judgment":[128],"person":[131],"(experts,":[132],"decision-makers).":[133],"work":[135],"presents":[136],"results":[138,168,189,198],"application":[141],"heuristic":[145],"method":[146,175],"delayed":[152],"coking":[153],"unit":[154],"Atyrau":[157],"oil":[158],"refinery,":[159],"which":[160],"operates":[161],"environment.":[165],"show":[169],"effectiveness":[171],"environment,":[184],"since,":[185],"compared":[186],"known":[192],"methods,":[193],"it":[194],"ensures":[195],"best":[197],"terms":[200],"basic":[202],"indices":[203],"calculates":[205],"constraint":[208],"membership":[209],"functions,":[210],"i.e.":[211],"allows":[212],"controlling":[213],"level":[215],"constraints":[218],"execution.":[219]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
