Data Processing for the AHP/ANP
Kou, Gang; Ergu, Daji; Peng, Yi; Shi, Yong
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Description for Data Processing for the AHP/ANP
Paperback. This book examines issues of PCM, including consistency test, inconsistent data identification and adjustment, missing or uncertain data estimation, and sensitivity analysis of rank reversal. Proposes and demonstrates an induced bias matrix model (IBMM). Series: Quantitative Management. Num Pages: 148 pages, biography. BIC Classification: KJT. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 8. Weight in Grams: 238.
The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank reversal. The maximum eigenvalue threshold method is proposed as the new consistency index for the AHP/ANP. An induced bias matrix model (IBMM) is proposed to identify and adjust the inconsistent data, and estimate the missing or uncertain data. Two applications of IBMM including risk assessment and ... Read more
The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank reversal. The maximum eigenvalue threshold method is proposed as the new consistency index for the AHP/ANP. An induced bias matrix model (IBMM) is proposed to identify and adjust the inconsistent data, and estimate the missing or uncertain data. Two applications of IBMM including risk assessment and ... Read more
Product Details
Format
Paperback
Publication date
2014
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
148
Condition
New
Series
Quantitative Management
Number of Pages
138
Place of Publication
Berlin, Germany
ISBN
9783642433801
SKU
V9783642433801
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Kou, Gang; Ergu, Daji; Peng, Yi; Shi, Yong
Dr. Gang Kou is a professor of School of Management and Economics, University of Electronic Science and Technology of China and managing editor of International Journal of Information Technology & Decision Making. Previously, he was a research scientist in Thomson Co., R&D. He received his Ph.D. in Information Technology from the College of Information Science & Technology, Univ. of Nebraska ... Read more
Reviews for Data Processing for the AHP/ANP
From the reviews: “Data Processing for the AHP/ANP focuses on the induced bias matrix model and its application in the AHP / ANP. … this book might interest … researchers in the AHP / ANP or, more generally, in decision-making procedures. … The book is well organized, introduces readers to the main methodological problems in applications of AHP / ... Read more