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Engineering (R0) Bogserier

1 - 12 af 12 resultater
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  • System Identification

    An Introduction

    af Karel J. Keesman ...
    Serier serie Engineering (R0)
    System Identification shows the student reader how to approach the system identification problem in a systematic fashion. The process is divided into three basic steps: experimental design and data collection; model structure selection and parameter estimation; and model validation, each of which is the subject of one or more parts of the text.Following an introduction on system theory, ... Læs mere

    700,23 kr.

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  • Nonlinear System Identification

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

    af Stephen A. Billings ...
    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.

  • Advanced Kalman Filtering, Least-Squares and Modeling

    A Practical Handbook

    af Bruce P. Gibbs ...
    This book is intended primarily as a handbook for engineers who must design practical systems.Its primary goal is to discuss model development in sufficient detail so that the reader may design an estimator that meets all application requirements and is robust to modeling assumptions. Since it is sometimes difficult to a priori determine the best model structure, use of exploratory data analysis ... Læs mere

    1.326,99 kr.

  • Core Concepts in Data Analysis: Summarization, Correlation and Visualization

    af Boris Mirkin ...
    Serier serie Computer Science (R0)
    Core Concepts in Data Analysis: Summarization, Correlation and Visualizationprovides in-depth descriptions of those data analysis approaches that either summarize data (principal component analysis and clustering, including hierarchical and network clustering) or correlate different aspects of data (decision trees, linear rules, neuron networks, and Bayes rule).Boris Mirkin takes an unconventional ... Læs mere

    308,05 kr.

  • Matrix Information Geometry

    Redigeret af Frank Nielsen, Rajendra Bhatia ...
    Serier serie Engineering (R0)
    This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approaches are discusses in the context of potential applications in sensor and cognitive systems engineering.The topics and application include Information Geometry, Differential Geometry of structured Matrix, Positive Definite Matrix, Covariance ... Læs mere

    1.176,49 kr.

  • Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

    af Chris Aldrich, Lidia Auret ...
    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.

  • Simulation-Based Algorithms for Markov Decision Processes

    af Hyeong Soo Chang, Jiaqiao Hu, Michael C. Fu, Steven I. Marcus ...
    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.

  • Optimization in Engineering Sciences

    Exact Methods

    af Pierre Borne, Dumitru Popescu, Dan Stefanoiu, Florin Gheorghe Filip ...
    The purpose of this book is to present the main methods of static and dynamic optimization. It has been written within the framework of the European Union project – ERRIC (Empowering Romanian Research on Intelligent Information Technologies), funded by the EU’s FP7 Research Potential program and developed in cooperation between French and Romanian teaching researchers.Through the principles of ... Læs mere

    1.212,49 kr.

  • Handbook of Monte Carlo Methods

    af Dirk P. Kroese, Thomas Taimre, Zdravko I. Botev ...
    Serier Bog 706 - Wiley Series in Probability and Statistics
    A comprehensive overview of Monte Carlo simulation that explores the latest topics, techniques, and real-world applicationsMore and more of today’s numerical problems found in engineering and finance are solved through Monte Carlo methods. The heightened popularity of these methods and their continuing development makes it important for researchers to have a comprehensive understanding of the ... Læs mere

    1.293,36 kr.

  • Numerical Solution of Partial Differential Equations: Theory, Algorithms, and Their Applications

    In Honor of Professor Raytcho Lazarov's 40 Years of Research in Computational Methods and Applied Mathematics

    Redigeret af Oleg P. Iliev, Svetozar D. Margenov, Peter D Minev, Panayot S. Vassilevski, Ludmil T Zikatanov ...
    Serier serie Springer Nature Proceedings excluding Computer Science
    One of the current main challenges in the area of scientific computing is the design and implementation of accurate numerical models for complex physical systems which are described by time dependent coupled systems of nonlinear PDEs. This volume integrates the works of experts in computational mathematics and its applications, with a focus on modern algorithms which are at the heart of accurate ... Læs mere

    1.307,17 kr.

  • Detection Estimation and Modulation Theory, Part I

    Detection, Estimation, and Filtering Theory

    af Harry L. Van Trees, Kristine L. Bell ...
    Originally published in 1968, Harry Van Trees’s Detection, Estimation, and Modulation Theory, Part I is one of the great time-tested classics in the field of signal processing. Highly readable and practically organized, it is as imperative today for professionals, researchers, and students in optimum signal processing as it was over thirty years ago. The second edition is a thorough revision and ... Læs mere

    889,11 kr.

  • Mathematical Perspectives on Neural Networks

    Redigeret af Paul Smolensky, Michael C. Mozer, David E. Rumelhart ...
    Serier serie Developments in Connectionist Theory Series
    Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these results, and to fill in the necessary ... Læs mere

    674,05 kr.