Hybrid Information Systems

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Hybrid Information Systems

Non-Linear Optimization Strategies with Artificial Intelligence

Optimization Engineering graphics and draughting / technical drawing

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Collection: De Gruyter Textbook

Language: English

Published by: De Gruyter

Published on: 22nd July 2024

Format: LCP-protected ePub

ISBN: 9783111331188


Overview

The book provides comprehensive and cognitive approach to building and deploying sophisticated information systems. The book utilizes non-linear optimization techniques, fuzzy logic, and rough sets to model various real-world use cases for the digital era.

Hybrid Information System Modeling

The hybrid information system modeling handles both qualitative and quantitative data and can effectively handle uncertainty and imprecision in the data. The combination of non-linear optimization mechanisms, fuzzy logic, and rough sets provides a robust foundation for next-generation information systems that can fulfill the demands of adaptive, aware, and adroit software applications for the knowledge era.

Importance of the Hybrid Approach

The book emphasizes the importance of the hybrid approach, which combines the strengths of both mathematical and AI techniques, to achieve a more comprehensive and effective modeling process.

Techniques and Applications

Hybrid information system modeling techniques combine different approaches, such as fuzzy logic, rough sets, and neural networks, to create models that can handle the complexity and uncertainty of real-world problems. These techniques provide a powerful tool for modeling and analyzing complex systems, and the applications of hybrid information system modeling demonstrate their potential for solving real-world problems in various fields.

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