[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31869":3,"doc-seo-31869":27},{"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":4,"is_deleted":4,"is_public":19,"is_downloadable":19,"audit_status":19,"page_count":20,"language":21,"language_code":22,"table_of_contents":23,"faqs":24,"seo_title":13,"seo_description":14,"update_tm":25,"read_time":26},31869,2336464648322,"Aria","https://ap-avatar.wpscdn.com/avatar/2200025388227c56fec?_k=1778556882303663488",8,"Research & Report","Multi-Criteria Decision Making","Multi-Criteria Decision Making presents methods and applications aimed at improving decision quality in real-world, complex scenarios. It addresses how decision makers contribute subjective and objective inputs during model building and analysis to increase confidence in resulting recommendations. Structured across 21 chapters, it covers 17 widely used MCDM techniques (including AHP, ANP, TOPSIS, ELECTRE, VIKOR, MOORA, PROMETHEE) and three integrated application chapters, using illustrative hypothetical data and step-by-step procedures for practice in academia and industry.","cbCairEA6auYDNdL","https://ap.wps.com/l/cbCairEA6auYDNdL","pdf",9488119,1,393,"English","en","# Preface\n## Coverage and Motivation\n## Competencies and Learning Outcomes\n## Techniques and Integrated Applications","[{\"question\":\"What is the main purpose of Multi-Criteria Decision Making (MCDM) in this book?\",\"answer\":\"To enhance decision making in real-life situations by using MCDM techniques that combine subjective and objective inputs during model building and analysis.\"},{\"question\":\"Which MCDM techniques are included in the book?\",\"answer\":\"The book covers 17 techniques such as AHP, ANP, TOPSIS, ELECTRE, VIKOR, MOORA, LINMAP, SWARA, ARAS, and PROMETHEE, along with detailed applications.\"},{\"question\":\"How are the applications and datasets presented?\",\"answer\":\"Problem applications are demonstrated using a hypothetical dataset; analyses are intended to illustrate the techniques and do not aim to reflect real-world data.\"}]",1780347751,990,{"code":4,"msg":28,"data":29},"ok",{"site_id":30,"language":22,"slug":31,"title":13,"keywords":32,"description":14,"schema_data":33,"social_meta":84,"head_meta":86,"extra_data":88,"updated_unix":25},105,"multi-criteria-decision-making","",{"@graph":34,"@context":83},[35,52,66],{"@type":36,"itemListElement":37},"BreadcrumbList",[38,42,46,49],{"item":39,"name":40,"@type":41,"position":19},"https://docshare.wps.com","Home","ListItem",{"item":43,"name":44,"@type":41,"position":45},"https://docshare.wps.com/document/","Document",2,{"item":47,"name":12,"@type":41,"position":48},"https://docshare.wps.com/document/research-report/",3,{"item":50,"name":13,"@type":41,"position":51},"https://docshare.wps.com/document/multi-criteria-decision-making/31869/",4,{"url":50,"name":13,"@type":53,"author":54,"headline":13,"publisher":56,"fileFormat":59,"description":14,"dateModified":60,"datePublished":60,"encodingFormat":59,"isAccessibleForFree":61,"interactionStatistic":62},"DigitalDocument",{"name":9,"@type":55},"Person",{"url":39,"name":57,"@type":58},"DocShare","Organization","application/pdf","2026-06-01",true,{"@type":63,"interactionType":64,"userInteractionCount":4},"InteractionCounter",{"@type":65},"ViewAction",{"@type":67,"mainEntity":68},"FAQPage",[69,75,79],{"name":70,"@type":71,"acceptedAnswer":72},"What is the main purpose of Multi-Criteria Decision Making (MCDM) in this book?","Question",{"text":73,"@type":74},"To enhance decision making in real-life situations by using MCDM techniques that combine subjective and objective inputs during model building and analysis.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"Which MCDM techniques are included in the book?",{"text":78,"@type":74},"The book covers 17 techniques such as AHP, ANP, TOPSIS, ELECTRE, VIKOR, MOORA, LINMAP, SWARA, ARAS, and PROMETHEE, along with detailed applications.",{"name":80,"@type":71,"acceptedAnswer":81},"How are the applications and datasets presented?",{"text":82,"@type":74},"Problem applications are demonstrated using a hypothetical dataset; analyses are intended to illustrate the techniques and do not aim to reflect real-world data.","https://schema.org",{"og:url":50,"og:type":85,"og:title":13,"og:site_name":57,"og:description":14},"article",{"robots":87,"canonical":50},"index,follow",{"doc_id":7,"site_id":30}]