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portada Multilevel Quantum Metaheuristics. Applications in Data Exploration
Type
Physical Book
Collection
Hybrid Computational Intelligence for Pattern Analysis and Understanding
Year
2026
Pages
476
Format
Paperback
Dimensions
22.9x15.2 cm
ISBN13
9780443331367

Multilevel Quantum Metaheuristics. Applications in Data Exploration

Balamurugan Balusamy;Siddhartha Bhattacharyya;Leo, Phd Mrsic;Jan Platos;Hiranmoy, Phd Roy (Author) · Academic Press Inc · Paperback

Multilevel Quantum Metaheuristics. Applications in Data Exploration - Balamurugan Balusamy;Siddhartha Bhattacharyya;Leo, PhD Mrsic;Jan Platos;Hiranmoy, PhD Roy

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Synopsis "Multilevel Quantum Metaheuristics. Applications in Data Exploration"

Multilevel Quantum Metaheuristics: Applications in Data Exploration explores the most recent advances in hybrid quantum-inspired algorithms. Combining principles of quantum mechanics with metaheuristic techniques for efficient data optimization, this book examines multilevel quantum systems characterized by qudits and higher-level quantum states as more robust alternatives to conventional bilevel quantum approaches. It introduces novel multilevel applications of quantum metaheuristics for addressing optimization problems in areas including function optimization, data analysis, scheduling, and signal processing. The book also showcases real-world examples, case studies, and contributions that emphasize the effectiveness of proposed multilevel techniques over existing bilevel methods. Researchers, professionals, and engineers working on intelligent computing, quantum computing, data processing, clustering, and analysis, and those interested in the synergies between quantum computing, metaheuristics, and multilevel quantum systems for enhanced data exploration and analysis will find this book to be of great value.

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