Author: | Gwo-Hshiung Tzeng, Kao-Yi Shen | ISBN: | 9781351680622 |
Publisher: | CRC Press | Publication: | August 15, 2017 |
Imprint: | CRC Press | Language: | English |
Author: | Gwo-Hshiung Tzeng, Kao-Yi Shen |
ISBN: | 9781351680622 |
Publisher: | CRC Press |
Publication: | August 15, 2017 |
Imprint: | CRC Press |
Language: | English |
When people or computers need to make a decision, typically multiple conflicting criteria need to be evaluated; for example, when we buy a car, we need to consider safety, cost and comfort. Multiple criteria decision making (MCDM) has been researched for decades. Now as the rising trend of big-data analytics in supporting decision making, MCDM can be more powerful when combined with state-of-the-art analytics and machine learning. In this book, the authors introduce a new framework of MCDM, which can lead to more accurate decision making. Several real-world cases will be included to illustrate the new hybrid approaches.
When people or computers need to make a decision, typically multiple conflicting criteria need to be evaluated; for example, when we buy a car, we need to consider safety, cost and comfort. Multiple criteria decision making (MCDM) has been researched for decades. Now as the rising trend of big-data analytics in supporting decision making, MCDM can be more powerful when combined with state-of-the-art analytics and machine learning. In this book, the authors introduce a new framework of MCDM, which can lead to more accurate decision making. Several real-world cases will be included to illustrate the new hybrid approaches.