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  • Nonlinear Stochastic Systems with Incomplete Information

    Filtering and Control

    Serier serie Engineering (R0)
    Nonlinear Stochastic Processes addresses the frequently-encountered problem of incomplete information. The causes of this problem considered here include: missing measurements; sensor delays and saturation; quantization effects; and signal sampling.Divided into three parts, the text begins with a focus on H∞ filtering and control problems associated with general classes of nonlinear stochastic ... Læs mere

    840,29 kr.

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  • Nonlinear System Identification

    NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains

    Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains describes a comprehensive framework for the identification and analysis of nonlinear dynamic systems in the time, frequency, and spatio-temporal domains. This book is written with an emphasis on making the algorithms accessible so that they can be applied and used in practice.Includes coverage of ... Læs mere

    1.091,24 kr.

  • Voronoi Diagrams And Delaunay Triangulations

    Voronoi diagrams partition space according to the influence certain sites exert on their environment. Since the 17th century, such structures play an important role in many areas like Astronomy, Physics, Chemistry, Biology, Ecology, Economics, Mathematics and Computer Science. They help to describe zones of political influence, to determine the hospital nearest to an accident site, to compute ... Læs mere

    267,99 kr.

  • Machine Learning in Complex Networks

    Serier serie Computer Science (R0)
    This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised ... Læs mere

    933,67 kr.

  • Data Processing for the AHP/ANP

    Serier serie Business and Management (R0)
    The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank ... Læs mere

    420,11 kr.

  • Industrial Process Identification and Control Design

    Step-test and Relay-experiment-based Methods

    Serier serie Engineering (R0)
    Industrial Process Identification and Control Design is devoted to advanced identification and control methods for the operation of continuous-time processes both with and without time delay, in industrial and chemical engineering practice. The simple and practical step- or relay-feedback test is employed when applying the proposed identification techniques, which are classified in terms of common ... Læs mere

    1.307,17 kr.

  • Mathematical Modeling and Signal Processing in Speech and Hearing Sciences

    Serier serie Mathematics and Statistics (R0)
    The aim of the book is to give an accessible introduction of mathematical models and signal processing methods in speech and hearing sciences for senior undergraduate and beginning graduate students with basic knowledge of linear algebra, differential equations, numerical analysis, and probability. Speech and hearing sciences are fundamental to numerous technological advances of the digital world ... Læs mere

    466,79 kr.

  • Simulation-Based Algorithms for Markov Decision Processes

    Serier serie Engineering (R0)
    Markov decision process (MDP) models are widely used for modeling sequential decision-making problems that arise in engineering, economics, computer science, and the social sciences. Many real-world problems modeled by MDPs have huge state and/or action spaces, giving an opening to the curse of dimensionality and so making practical solution of the resulting models intractable. In other cases, the ... Læs mere

    840,29 kr.

  • Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

    Serier serie Computer Science (R0)
    This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault diagnosis with machine learning methods. Abundant case studies throughout the text demonstrate the efficacy of each method in real-world settings. The broad coverage examines such cutting-edge topics as the use of information theory to enhance unsupervised learning in tree-based methods, ... Læs mere

    1.027,04 kr.

  • Complex-Valued Neural Networks

    Advances and Applications

    Redigeret af Akira Hirose ...
    Serier Bog 18 - IEEE Press Series on Computational Intelligence
    Presents the latest advances in complex-valued neural networks by demonstrating the theory in a wide range of applicationsComplex-valued neural networks is a rapidly developing neural network framework that utilizes complex arithmetic, exhibiting specific characteristics in its learning, self-organizing, and processing dynamics. They are highly suitable for processing complex amplitude, composed ... Læs mere

    1.030,49 kr.

  • Synchronization Control for Large-Scale Network Systems

    Serier serie Engineering (R0)
    This book provides recent advances in analysis and synthesis of Large-scale network systems (LSNSs) with sampled-data communication and non-identical nodes.In its first chapter of the book presents an introduction to Synchronization of LSNSs and Algebraic Graph Theory as well as an overview of recent developments of LSNSs with sampled data control or output regulation control. The main text of the ... Læs mere

    840,29 kr.

  • Adaptive Dynamic Programming for Control

    Algorithms and Stability

    Serier serie Engineering (R0)
    There are many methods of stable controller design for nonlinear systems. In seeking to go beyond the minimum requirement of stability, Adaptive Dynamic Programming in Discrete Time approaches the challenging topic of optimal control for nonlinear systems using the tools of adaptive dynamic programming (ADP). The range of systems treated is extensive; affine, switched, singularly perturbed and ... Læs mere

    1.307,17 kr.