Search for dissertations about: "dynamical systems"
Showing result 6 - 10 of 363 swedish dissertations containing the words dynamical systems.
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6. Hybrid observers for systems with intrinsic pulse-modulated feedback
Abstract : Dynamical processes resulting from the interaction of continuous and discrete dynamics are often encountered in living organisms. Time evolutions of such processes constitute continuous variables that are subject to instant changes at discrete points of time. READ MORE
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7. Theoretical simulations of environment-sensitive dynamical systems for advanced reservoir computing applications
Abstract : The possibility of building intelligent sensing substrates that both collect information about an environment and analyze it in real-time has been investigated theoretically. In a typical setup, a dynamical system is assumed to interact with the environment over time. The system operates as a reservoir computer acting as a reservoir of states. READ MORE
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8. Reinforcement Learning and Optimal Adaptive Control for Structured Dynamical Systems
Abstract : In this thesis, we study the related problems of reinforcement learning and optimal adaptive control, specialized to specific classes of stochastic and structured dynamical systems. By stochastic, we mean systems that are unknown to the decision maker and evolve according to some probabilistic law. READ MORE
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9. Properties of invariant sets in certain two-dimensional dynamical systems : Renormalization and beyond
Abstract : This thesis consists of an introduction and four research papers concerning dynamical systems, focusing on renormalization in two dimensions.Paper I (joint with Jordi-Lluís Figueras) studies a generalization of the anti-integrable limit of skew-product systems based on a Frenkel-Kontorova model. READ MORE
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10. Learning from Interactions : Forward and Inverse Decision-Making for Autonomous Dynamical Systems
Abstract : Decision-making is the mechanism of using available information to generate solutions to given problems by forming preferences, beliefs, and selecting courses of action amongst several alternatives. In this thesis, we study the mechanisms that generate behavior (the forward problem) and how their characteristics can explain observed behavior (the inverse problem). READ MORE