Hybrid Rough Sets and Applications in Uncertain Decision-Making - Systems Evaluation, Prediction, and Decision-Making - Jian, Lirong (Nanjing University of Aeronautics & Astronautics, China) - Books - Taylor & Francis Ltd - 9781138372757 - September 10, 2018
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Jian, Lirong (Nanjing University of Aeronautics & Astronautics, China)
Hybrid Rough Sets and Applications in Uncertain Decision-Making - Systems Evaluation, Prediction, and Decision-Making 1st edition

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As a powerful approach to data reasoning, rough set theory has proven to be invaluable in knowledge acquisition, decision analysis and forecasting, and knowledge discovery. With the ability to enhance the advantages of other soft technology theories, hybrid rough set theory is quickly emerging as a method of choice for decision making under uncertain conditions.

Keeping the complicated mathematics to a minimum, Hybrid Rough Sets and Applications in Uncertain Decision-Making provides a systematic introduction to the methods and application of the hybridization for rough set theory with other related soft technology theories, including probability, grey systems, fuzzy sets, and artificial neural networks. It also:

Addresses the variety of uncertainties that can arise in the practical application of knowledge representation systems Unveils a novel hybrid model of probability and rough sets Introduces grey variable precision rough set models Analyzes the advantages and disadvantages of various practical applications

The authors examine the scope of application of the rough set theory and discuss how the combination of variable precision rough sets and dominance relations can produce probabilistic preference rules out of preference attribute decision tables of preference actions. Complete with numerous cases that illustrate the specific application of hybrid methods, the text adopts the latest achievements in the theory, method, and application of rough sets.

284 pages, equation heavy; 79 Tables, black and white; 43 Illustrations, black and white

Media Books     Paperback Book   (Book with soft cover and glued back)
Released September 10, 2018
ISBN13 9781138372757
Publishers Taylor & Francis Ltd
Pages 284
Dimensions 150 × 220 × 10 mm   ·   453 g
Language English  

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