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Dmitrii Lozovanu

    Optimization of Stochastic Discrete Systems and Control on Complex Networks
    Optimization and Multiobjective Control of Time-Discrete Systems
    • Optimization and Multiobjective Control of Time-Discrete Systems

      Dynamic Networks and Multilayered Structures

      • 304 páginas
      • 11 horas de lectura

      Focusing on multiobjective control, this book explores recent advancements in managing time-discrete systems with limited states. It delves into the dynamics of these systems and highlights their game theoretical properties, providing insights into both theoretical frameworks and practical applications in control systems.

      Optimization and Multiobjective Control of Time-Discrete Systems
    • Optimization of Stochastic Discrete Systems and Control on Complex Networks

      Computational Networks

      • 424 páginas
      • 15 horas de lectura

      The book delves into advanced stochastic dynamic programming models and optimal control problems within networks, emphasizing new methods for discrete control issues and game variants of Markov decision problems. It begins by examining finite state spaces in Markov processes and existing algorithms, then introduces innovative dynamic programming and combinatorial techniques. Subsequent chapters focus on infinite horizon models, game-theoretical approaches, and finite horizon control problems, showcasing algorithms that significantly enhance computational network theory.

      Optimization of Stochastic Discrete Systems and Control on Complex Networks