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Intelligent Systems, From Theory to Applications

Intelligent Systems, From Theory to Applications

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Intelligent Systems: From Theory to Applications – Foundations, Search Algorithms, and Machine Learning

Master the architectural blueprints of modern autonomous intelligence. Intelligent Systems: From Theory to Applications provides a rigorous, comprehensive exploration of the algorithms that allow machines to reason, search, and learn. This essential volume bridges the gap between high-level theoretical concepts and the practical implementation of search heuristics and machine learning models in real-world scenarios.

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What You Will Learn:

Foundational Logic: Master the mathematical and logical frameworks that underpin the design of autonomous, intelligent agents.

Advanced Search Algorithms: Explore the mechanics of informed and uninformed search, including heuristics and optimization techniques for complex problem-solving.

Machine Learning Integration: Discover how to combine traditional algorithmic search with modern supervised and unsupervised learning to build adaptive systems.

Practical Applications: Review detailed methodologies for deploying intelligent systems in robotics, automated decision-making, and high-performance computing.

Who This Book is For: This technical guide is essential for AI researchers, computer science students, software engineers, and system architects. It is an invaluable resource for anyone looking to deepen their understanding of the fundamental logic and search strategies required to build the next generation of intelligent software.

Product Details:

Format: Digital PDF Download

Author: Oleksandr Kuznetsov

Publisher: Springer Nature Switzerland

Publication Date: October 21, 2025

ISBN-13: 9783032000439

ISBN-10: 3032000432

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