[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31867":3,"doc-seo-31867":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},31867,8796095462418,"Noah","https://ap-avatar.wpscdn.com/avatar/80000253c1241d02b47?x-image-process=image/resize,m_fixed,w_180,h_180&k=1778826106357471780",8,"Research & Report","Multi-Criteria Analysis","Chapter 2 explains multi-criteria decision-making as a structured way to identify and select the best alternative under multiple, often conflicting criteria and diverse stakeholder expectations. It situates the approach within operations research and distinguishes multi-objective decision-making from multi-attribute decision-making by how many alternatives and objectives are evaluated. It outlines why these methods are used, how they support communication and compromise, and the need to consider limits and inconsistent results caused by differing assumptions and preference handling.","cbCaivrYV5NrSzEm","https://ap.wps.com/l/cbCaivrYV5NrSzEm","pdf",89317,1,4,"English","en","# Multi-Criteria Analysis\n## Introduction\n## Model Building","[{\"question\":\"What is the core purpose of multi-criteria decision-making?\",\"answer\":\"It supports identifying and choosing among alternatives to find the best solution while accounting for different criteria and decision-makers’ expectations in a defined decision environment.\"},{\"question\":\"How do multi-objective decision-making and multi-attribute decision-making differ?\",\"answer\":\"Multi-attribute decision-making evaluates discrete alternatives against multiple attributes, while multi-objective decision-making optimizes objective functions under constraints when continuous alternatives are implied by decision variables.\"},{\"question\":\"Why are multi-criteria decision-making methods justified in practice?\",\"answer\":\"They integrate quantitative and qualitative inputs from multiple actors, produce results that are easier to communicate, and remain non-intensive in energy and cost while enabling more objective and inclusive comparisons of perceptions and interests.\"}]",1780347726,10,{"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":83,"head_meta":85,"extra_data":87,"updated_unix":25},105,"multi-criteria-analysis","",{"@graph":34,"@context":82},[35,51,65],{"@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":20},"https://docshare.wps.com/document/multi-criteria-analysis/31867/",{"url":50,"name":13,"@type":52,"author":53,"headline":13,"publisher":55,"fileFormat":58,"description":14,"dateModified":59,"datePublished":59,"encodingFormat":58,"isAccessibleForFree":60,"interactionStatistic":61},"DigitalDocument",{"name":9,"@type":54},"Person",{"url":39,"name":56,"@type":57},"DocShare","Organization","application/pdf","2026-06-01",true,{"@type":62,"interactionType":63,"userInteractionCount":4},"InteractionCounter",{"@type":64},"ViewAction",{"@type":66,"mainEntity":67},"FAQPage",[68,74,78],{"name":69,"@type":70,"acceptedAnswer":71},"What is the core purpose of multi-criteria decision-making?","Question",{"text":72,"@type":73},"It supports identifying and choosing among alternatives to find the best solution while accounting for different criteria and decision-makers’ expectations in a defined decision environment.","Answer",{"name":75,"@type":70,"acceptedAnswer":76},"How do multi-objective decision-making and multi-attribute decision-making differ?",{"text":77,"@type":73},"Multi-attribute decision-making evaluates discrete alternatives against multiple attributes, while multi-objective decision-making optimizes objective functions under constraints when continuous alternatives are implied by decision variables.",{"name":79,"@type":70,"acceptedAnswer":80},"Why are multi-criteria decision-making methods justified in practice?",{"text":81,"@type":73},"They integrate quantitative and qualitative inputs from multiple actors, produce results that are easier to communicate, and remain non-intensive in energy and cost while enabling more objective and inclusive comparisons of perceptions and interests.","https://schema.org",{"og:url":50,"og:type":84,"og:title":13,"og:site_name":56,"og:description":14},"article",{"robots":86,"canonical":50},"index,follow",{"doc_id":7,"site_id":30}]