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Computational intelligence for modern business systemsemerging applications and strategies /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational intelligence for modern business systemsedited by Sandeep Kautish ... [et al.].
其他題名:	emerging applications and strategies /
其他作者:	Kautish, Sandeep.
出版者:	Singapore :Springer Nature Singapore :2024.
面頁冊數:	xxi, 522 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Computational intelligence.
電子資源:	https://doi.org/10.1007/978-981-99-5354-7
ISBN:	9789819953547$q(electronic bk.)

Computational intelligence for modern business systemsemerging applications and strategies /
Computational intelligence for modern business systemsemerging applications and strategies /[electronic resource] :edited by Sandeep Kautish ... [et al.]. - Singapore :Springer Nature Singapore :2024. - xxi, 522 p. :ill., digital ;24 cm. - Disruptive technologies and digital transformations for society 5.0,2730-907X. - Disruptive technologies and digital transformations for society 5.0..

Foundations of Computational Intelligence -- Changing Paradigms of Computational Intelligence in Business Systems -- Computational Intelligence and Statistical Approaches -- Overview of Computational Approaches for Business -- Expert Systems and Knowledge Based Systems in Business.

This book covers the applications of computational intelligence techniques in business systems and advocates how these techniques are useful in modern business operations. The book redefines the computational intelligence foundations, the three pillars - neural networks, evolutionary computation, and fuzzy systems. It also discusses emerging areas such as swarm intelligence, artificial immune systems (AIS), support vector machines, rough sets, and chaotic systems. The other areas have also been demystified in the book to strengthen the range of computational intelligence techniques such as expert systems, knowledge-based systems, and genetic algorithms. Therefore, this book will redefine the role of computational intelligence techniques in modern business system operations such as marketing, finance & accounts, operations, personnel management, supply chain management, and logistics. Besides, this book guides the readers through using them to model, discover, and interpret new patterns that cannot be found through statistical methods alone in various business system operations. This book reveals how computational intelligence can inform the design and integration of services, architecture, brand identity, and product portfolio across the entire enterprise. The book will provide insights into research gaps, open challenges, and unsolved computational intelligence problems. The book will act as a premier reference and instant material for all the users who are contributing/practicing the adaptation of computational intelligence modern techniques in business systems.

ISBN: 9789819953547$q(electronic bk.)

Standard No.: 10.1007/978-981-99-5354-7doiSubjects--Topical Terms:

210824
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

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