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Policy Decision Modeling with Fuzzy Logic: Theoretical and Computational Aspects: Studies in Fuzziness and Soft Computing, cartea 405

Autor Ali Guidara
en Limba Engleză Paperback – 19 dec 2021
This book introduces the concept of policy decision emergence and its dynamics at the sub systemic level of the decision process. This level constitutes the breeding ground of the emergence of policy decisions but remains unexplored due to the absence of adequate tools. It is a nonlinear complex system made of several entities that interact dynamically. The behavior of such a system cannot be understood with linear and deterministic methods.
The book presents an innovative multidisciplinary approach that results in the development of a Policy Decision Emergence Simulation Model (PODESIM). This computational model is a multi-level fuzzy inference system that allows the identification of the decision emergence levers.
This development represents a major advancement in the field of public policy decision studies. It paves the way for decision emergence modeling and simulation by bridging complex systems theory, multiple streams theory, and fuzzy logic theory.
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Specificații

ISBN-13: 9783030626303
ISBN-10: 303062630X
Ilustrații: XII, 134 p. 30 illus., 25 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.22 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Cham, Switzerland

Cuprins

Chapter 1. Decision Process and Analytical Frameworks – Levels of Analysis and Paradigmatic Evolution.- Chapter 2. Complex Systems and Public Policy.- Chapter 3. Multiple Streams theory.- Chapter 4. Artificial Intelligence and Fuzzy Logic.- Chapter 5. PODESIM – Policy Decision Emergence Simulation Model 93.- Chapter 6. Analysis of Results.- Chapter 7. Innovation and Contributions.
 

Textul de pe ultima copertă

This book introduces the concept of policy decision emergence and its dynamics at the sub systemic level of the decision process. This level constitutes the breeding ground of the emergence of policy decisions but remains unexplored due to the absence of adequate tools. It is a nonlinear complex system made of several entities that interact dynamically. The behavior of such a system cannot be understood with linear and deterministic methods.
The book presents an innovative multidisciplinary approach that results in the development of a Policy Decision Emergence Simulation Model (PODESIM). This computational model is a multi-level fuzzy inference system that allows the identification of the decision emergence levers.
This development represents a major advancement in the field of public policy decision studies. It paves the way for decision emergence modeling and simulation by bridging complex systems theory, multiple streams theory, and fuzzy logic theory.

Caracteristici

Introduces an experimental decisional diagnostic model PODESIM Presents fuzzy logic techniques applied to decision emergence in public policy Describes a way for decision emergence simulation by combining complex systems theory, multiple streams framework, and fuzzy logic