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Fuzzy Cognitive Maps: A Tool for the Modeling and Simulation of Processes and Systems (Studies in Fuzziness and Soft Computing, 427) free ebook download

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Computer Science

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Author(s):	Laszlo T. Koczy

Date:	2024	Format:	epub	Language:	English	ISBN/ASIN:	3031379586
Pages:	150	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	1/8/2024 7:32:08 PM

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3031379586 epub
3031379586 epub
This book is considered as a monograph but also as a potential textbook for graduate students, focusing on the application of FCMs for modelling and analysing the behaviour of multicomponent systems. In the last two decades, no monograph or textbook has been published on the topic Fuzzy Cognitive Maps (FCM), so this new book is definitely filling a gap in the literature of computational intelligence.
The book is built up didactically, the novel results in the field being presented in the way of starting with two real-life case studies, one in the area of waste management, while the other one in modelling bank management systems. In both cases, the book starts with explaining the applied problem and then presenting how the model construction is done and what problems emerge when attempts are made for applying directly earlier results on FCM modelling. In the first case study, the problem of the oversimplification leads to inadequacy of the model, and then it is shown how new, much finer models can be built up based on expert domain knowledge. Then, the new problem of losing transparency and interpretability emerges, and as a solution, a new algorithm family is proposed that reduces FCMs to fewer components, while preserving the essential characteristics of the original model.
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3221277	Book	https://nitroflare.com/view/EE57D8E49A13...		0.00	alex21s

Tags: Cognitive Fuzziness Fuzzy Maps Modeling Processes Simulation Studies Systems Tool

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Fuzzy Cognitive Maps: A Tool for the Modeling and Simulation of Processes and Systems (Studies in Fuzziness and Soft Computing, 427) free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science