[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31870":3,"doc-seo-31870":28},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"file_id":15,"file_url":16,"file_type":17,"file_size":18,"view_count":19,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"table_of_contents":24,"faqs":25,"seo_title":13,"seo_description":14,"update_tm":26,"read_time":27},31870,8796095461610,"Oliver","https://ap-avatar.wpscdn.com/davatar_276721f389ce27ea32af1340a28f341c",8,"Research & Report","Multi Criteria Decision Making Sorting Methods Applications to Real World Problems","Multi-criteria decision-making (MCDM) sorting methods are structured and analyzed for real-world problem handling, covering the fundamentals of MCDM and the classification of sorting problem types. The document surveys key approaches including AHP-based AHPSort, ANP-based ANPSort, PROMETHEE-based FlowSort, ELECTRE TRI, TOPSIS-Sort, VIKORSort, CODAS-Sort, MACBETHSort, and DEA-based DEASort. It further develops fuzzy-set extensions and evaluates suitability, necessity, characterization, and application contexts such as risk assessment, education, and GIS-aware decisions.","cbCaipX3m5HQAcsO","https://ap.wps.com/l/cbCaipX3m5HQAcsO","pdf",12751328,2,1,280,"English","en","# Foreword\n# Multi-Criteria Decision-Making\n## Introduction\n## MCDM: elements and classification\n## Types of MCDM problems\n# Multiple-Criteria Decision-Making sorting method\n## Background\n## Publications on sorting methods\n## Trends and future directions for MCDM sorting\n# MCDM sorting methods\n## Key sorting methods (AHPSort, ANPSort, FlowSort, UTADIS)\n## ELECTRE TRI, TOPSIS-Sort, VIKORSort, CODAS-Sort\n## MACBETHSort and DEASort\n# Fuzzy sets and MCDM sorting\n## Fuzzy FlowSort and SMAA fuzzy-FlowSort\n## ELECTRE TRI-C with trapezoidal fuzzy numbers\n## AHP-FuzzySort and intuitionistic fuzzy approaches\n# Analysis of MCDM sorting methods\n## Suitability and necessity\n## Characterization (risk assessment, education)\n# Applications of MCDM sorting\n## GIS aware decisions","[{\"question\":\"What is covered in the document’s introduction to multi-criteria decision-making sorting?\",\"answer\":\"It introduces MCDM concepts, explains the elements and classification of MCDM problems, and defines sorting problem backgrounds and categorization of MCDM sorting methods.\"},{\"question\":\"Which major MCDM sorting methods are presented in the survey section?\",\"answer\":\"The document presents AHPSort (AHP), ANPSort (ANP), FlowSort (PROMETHEE), UTADIS with decision support support tools, ELECTRE TRI, TOPSIS-Sort, VIKORSort, CODAS-Sort, MACBETHSort, and DEASort.\"},{\"question\":\"How do fuzzy approaches extend MCDM sorting methods?\",\"answer\":\"It details fuzzy-set concepts for MCDM sorting and describes fuzzy variants such as fuzzy FlowSort, SMAA fuzzy-FlowSort, ELECTRE TRI-C with trapezoidal fuzzy numbers, AHP-FuzzySort, and intuitionistic fuzzy outranking sorting.\"}]",1780347774,706,{"code":4,"msg":29,"data":30},"ok",{"site_id":31,"language":23,"slug":32,"title":13,"keywords":33,"description":14,"schema_data":34,"social_meta":85,"head_meta":87,"extra_data":89,"updated_unix":26},105,"multi-criteria-decision-making-sorting-methods-applications-to-real-world-problems","",{"@graph":35,"@context":84},[36,52,67],{"@type":37,"itemListElement":38},"BreadcrumbList",[39,43,46,49],{"item":40,"name":41,"@type":42,"position":20},"https://docshare.wps.com","Home","ListItem",{"item":44,"name":45,"@type":42,"position":19},"https://docshare.wps.com/document/","Document",{"item":47,"name":12,"@type":42,"position":48},"https://docshare.wps.com/document/research-report/",3,{"item":50,"name":13,"@type":42,"position":51},"https://docshare.wps.com/document/multi-criteria-decision-making-sorting-methods-applications-to-real-world-problems/31870/",4,{"url":50,"name":13,"@type":53,"author":54,"headline":13,"publisher":56,"fileFormat":59,"description":14,"dateModified":60,"datePublished":61,"encodingFormat":59,"isAccessibleForFree":62,"interactionStatistic":63},"DigitalDocument",{"name":9,"@type":55},"Person",{"url":40,"name":57,"@type":58},"DocShare","Organization","application/pdf","2026-06-02","2026-06-01",true,{"@type":64,"interactionType":65,"userInteractionCount":19},"InteractionCounter",{"@type":66},"ViewAction",{"@type":68,"mainEntity":69},"FAQPage",[70,76,80],{"name":71,"@type":72,"acceptedAnswer":73},"What is covered in the document’s introduction to multi-criteria decision-making sorting?","Question",{"text":74,"@type":75},"It introduces MCDM concepts, explains the elements and classification of MCDM problems, and defines sorting problem backgrounds and categorization of MCDM sorting methods.","Answer",{"name":77,"@type":72,"acceptedAnswer":78},"Which major MCDM sorting methods are presented in the survey section?",{"text":79,"@type":75},"The document presents AHPSort (AHP), ANPSort (ANP), FlowSort (PROMETHEE), UTADIS with decision support support tools, ELECTRE TRI, TOPSIS-Sort, VIKORSort, CODAS-Sort, MACBETHSort, and DEASort.",{"name":81,"@type":72,"acceptedAnswer":82},"How do fuzzy approaches extend MCDM sorting methods?",{"text":83,"@type":75},"It details fuzzy-set concepts for MCDM sorting and describes fuzzy variants such as fuzzy FlowSort, SMAA fuzzy-FlowSort, ELECTRE TRI-C with trapezoidal fuzzy numbers, AHP-FuzzySort, and intuitionistic fuzzy outranking sorting.","https://schema.org",{"og:url":50,"og:type":86,"og:title":13,"og:site_name":57,"og:description":14},"article",{"robots":88,"canonical":50},"index,follow",{"doc_id":7,"site_id":31}]