Kooperativer Bibliotheksverbund

UID:

Format: 1 online resource

Edition: Second edition.

ISBN: 9781118527443 , 1118527445 , 9781118527450 , 1118527453 , 9781118527467 , 1118527461 , 9781118527412 , 1118527410 , 1299189873 , 9781299189874

Content: "This book introduces Dynamic-system Simulation with a main emphasis on OPEN DESIRE and DESIRE software. The book includes eight comprehensive chapters amounting to approximately 250 pages, as well as includes three appendices housing information on Radial-basis-function, Fuzzy-basis-function Networks, and CLEARN Algorithm. In addition, a CD will be packaged with each book, containing complete binary OPEN DESIRE modeling/simulation program packages for personal-computer LINUX and MS Windows, DESIRE examples, source code and a comprehensive, indexed reference manual. The second edition offers a complete update of all material, boasting two completely new chapters on fast simulation of neural networks"--

Content: "This book introduces Dynamic-system Simulation with a main emphasis on OPEN DESIRE and DESIRE software"--

Note: Dynamic-System Models And Simulation -- , Simulation Is Experimentation With Models -- , Simulation and Computer Programs -- , Dynamic-System Models -- , Difference-Equation Models -- , Differential-Equation Models -- , Discussion -- , Experiment Protocols Define Simulation Studies -- , Simulation Software -- , Fast Simulation Program for Interactive Modeling -- , Anatomy Of A Simulation Run -- , Dynamic-System Time Histories Are Sampled Periodically -- , Numerical Integration -- , Euler Integration -- , Improved Integration Rules -- , Sampling Times and Integration Steps -- , Sorting Defined-Variable Assignments -- , Simple Application Programs -- , Oscillators and Computer Displays -- , Linear Oscillator -- , Nonlinear Oscillator: Duffing's Differential Equation -- , Space-Vehicle Orbit Simulation with Variable-Step Integration -- , Population-Dynamics Model -- , Splicing Multiple Simulation Runs: Billiard-Ball Simulation -- , Inroduction To Control-System Simulation -- , Electrical Servomechanism with Motor-Field Delay and Saturation -- , Control-System Frequency Response -- , Simulation of a Simple Guided Missile -- , Guided Torpedo -- , Complete Torpedo-Simulation Program -- , Stop And Look -- , Simulation in the Real World: A Word of Caution -- , References -- , Models With Difference Equations, Limiters, And Switches -- , Sampled-Data Systems And Difference Equations -- , Sampled-Data Difference-Equation Systems -- , Introduction -- , Difference Equations -- , Minefield of Possible Errors -- , Solving Systems of First-Order Difference Equations -- , General Difference-Equation Model -- , Simple Recurrence Relations -- , Models Combining Differential Equations and Sampled-Data Operations -- , Simple Example -- , Initializing and Resetting Sampled-Data Variables -- , Two Mixed Continuous/Sampled-Data Systems -- , Guided Torpedo with Digital Control -- , Simulation of a Plant with a Digital PID Controller -- , Dynamic-System Models With Limiters And Switches -- , Limiters, Switches, and Comparators -- , Limiter Functions -- , Switching Functions and Comparators -- , Integration of Switch and Limiter Outputs, Event Prediction, and Display Problems -- , Using Sampled-Data Assignments -- , Using the step Operator and Heuristic Integration-Step Control -- , Example: Simulation of a Bang-Bang Servomechanism -- , Limiters, Absolute Values, and Maximum/Minimum Selection -- , Output-Limited Integration -- , Modeling Signal Quantization -- , Efficient Device Models Using Recursive Assignments -- , Recursive Switching and Limiter Operations -- , Track/Hold Simulation -- , Maximum-Value and Minimum-Value Holding -- , Simple Backlash and Hysteresis Models -- , Comparator with Hysteresis (Schmitt Trigger) -- , Signal Generators and Signal Modulation -- , References -- , Fast Vector-Matrix Operations And Submodels -- , Arrays, Vectors, And Matrices -- , Arrays and Subscripted Variables -- , Improved Modeling -- , Array Declarations, Vectors, and Matrices -- , State-Variable Declarations -- , Vector and Matrices in Experiment Protocols -- , Time-History Arrays -- , Vectors And Model Replication -- , Vector Operations in DYNAMIC Program Segments: The Vectorizing Compiler -- , Vector Assignments and Vector Expressions -- , Vector Differential Equations -- , Vector Sampled-Data Assignments and Difference Equations -- , Matrix-Vector Products in Vector Expressions -- , Definition -- , Simple Example: Resonating Oscillators -- , Index-Shift Operation -- , Definition -- , Preview of Significant Applications -- , Sorting Vector and Subscripted-Variable Assignments -- , Replication of Dynamic-System Models -- , More Vector Operations -- , Sums, DOT Products, and Vector Norms -- , Sums and DOT Products -- , Euclidean, Taxicab, and Hamming Norms -- , Maximum/Minimum Selection and Masking -- , Maximum/Minimum Selection -- , Masking Vector Expressions -- , Vector Equivalence Declarations Simplify Models -- , Subvectors -- , Matrix-Vector Equivalence -- , Matrix Operations In Dynamic-System Models -- , Simple Matrix Assignments -- , Two-Dimensional Model Replication -- , Matrix Expressions and DOT Products -- , Matrix Differential Equations -- , Matrix Difference Equations -- , Vectors In Physics And Control-System Problems -- , Vectors in Physics Problems -- , Vector Model of a Nuclear Reactor -- , Linear Transformations and Rotation Matrices -- , State-Equation Models of Linear Control Systems -- , User-Defined Functions And Submodels -- , Introduction -- , User-Defined Functions -- , Submodel Declaration and Invocation -- , Dealing with Sampled-Data Assignments, Limiters, and Switches -- , References -- , Efficient Parameter-Influence Studies And Statistics Computation -- , Model Replication Simplifies Parameter-Influence Studies -- , Exploring the Effects of Parameter Changes -- , Repeated Simulation Runs Versus Model Replication -- , Simple Repeated-Run Study -- , Model Replication (Vectorization) -- , Programming Parameter-Influence Studies -- , Measures of System Performance -- , Program Design -- , Two-Dimensional Model Replication -- , Cross-Plotting Results -- , Maximum/Minimum Selection -- , Iterative Parameter Optimization -- , Statistics -- , Random Data and Statistics -- , Sample Averages and Statistical Relative Frequencies -- , Computing Statistics By Vector Averaging -- , Fast Computation of Sample Averages -- , Fast Probability Estimation -- , Fast Probability-Density Estimation -- , Simple Probability-Density Estimate -- , Triangle and Parzen Windows -- , Computation and Display of Parzen-Window Estimates -- , Sample-Range Estimation -- , Replicated Averages Generate Sampling Distributions -- , Computing Statistics by Time Averaging -- , Sample Replication and Sampling-Distribution Statistics -- , Introduction -- , Demonstrations of Empirical Laws of Large Numbers -- , Counterexample: Fat-Tailed Distribution -- , Random-Process Simulation -- , Random Processes and Monte Carlo Simulation -- , Modeling Random Parameters and Random Initial Values -- , Sampled-Data Random Processes -- , "Continuous" Random Processes -- , Modeling Continuous Noise -- , Continuous Time Averaging -- , Correlation Functions and Spectral Densities -- , Problems with Simulated Noise -- , Simple Monte Carlo Experiments -- , Introduction -- , Gambling Returns -- , Vectorized Monte Carlo Study of a Continuous Random Walk -- , References -- , 5 , Monte Carlo Simulation Of Real Dynamic Systems -- , Introduction -- , Survey -- , Repeated-Run Monte Carlo Simulation -- , End-of-Run Statistics for Repeated Simulation Runs -- , Example: Effects of Gun-Elevation Errors on a 1776 Cannnonball Trajectory -- , Sequential Monte Carlo Simulation -- , Vectorized Monte Carlo Simulation -- , Vectorized Monte Carlo Simulation of the 1776 Cannon Shot -- , Combined Vectorized and Repeated-Run Monte Carlo Simulation -- , Interactive Monte Carlo Simulation: Computing Runtime Histories of Statistics with DYNAMIC-Segment DOT Operations -- , Example: Torpedo Trajectory Dispersion -- , Simulation Of Noisy Control Systems -- , Monte Carlo Simulation of a Nonlinear Servomechanism: A Noise-Input Test -- , Monte Carlo Study of Control-System Errors Caused by Noise -- , Additional Topics -- , Monte Carlo Optimization -- , Convenient Heuristic Method for Testing Pseudorandom Noise -- , Alternative to Monte Carlo Simulation -- , Introduction -- , Dynamic Systems with Random Perturbations -- , Mean-Square Errors in Linearized Systems -- , References -- , Vector Models Of Neural Networks -- , Artificial Neural Networks -- , Introduction -- , Artificial Neural Networks -- , Static Neural Networks: Training, Validation, and Applications -- , Dynamic Neural Networks -- , Simple Vector Assignments Model Neuron Layers -- , Neuron-Layer Declarations and Neuron Operations -- , Neuron-Layer Concatenation Simplifies Bias Inputs -- , Normalizing and Contrast-Enhancing Layers -- , Pattern Normalization -- , Contrast Enhancement: Softmax and Thresholding -- , Multilayer Networks -- , Exercising a Neural-Network Model -- , Computing Successive Neuron-Layer Outputs -- , Input from Pattern-Row Matrices -- , Input from Text Files and Spreadsheets -- , SUPERVISED TRAINING FOR REGRESSION -- , Mean-Square Regression -- , Problem Statement -- , Linear Mean-Square Regression and the Delta Rule -- , Nonlinear Neuron Layers and Activation-Function Derivatives -- , Error-Measure Display -- , Backpropagation Networks -- , Generalized Delta Rule -- , Momentum Learning -- , Simple Example -- , Classical XOR Problem and Other Examples -- , More Neural-Network Models -- , Functional-Link Networks -- , Radial-Basis-Function Networks -- , Basis-Function Expansion and Linear Optimization -- , Radial Basis Functions -- , Neural-Network Submodels. , Pattern Classification -- , Introduction -- , Classifier Input from Files -- , Classifier Networks -- , Simple Linear Classifiers -- , Softmax Classifiers -- , Backpropagation Classifiers -- , Functional-Link Classifiers -- , Other Classsifiers -- , Examples -- , Classification Using an Empirical Database: Fisher's Iris Problem -- , Image-Pattern Recognition and Associative Memory -- , Pattern Simplification -- , Pattern Centering -- , Feature Reduction -- , Bottleneck Layers and Encoders -- , Principal Components -- , Network-Training Problems -- , Learning-Rate Adjustment -- , Overfitting and Generalization -- , Introduction -- , Adding Noise -- , Early Stopping -- , Regularization -- , Beyond Simple Gradient Descent -- , Unsupervised Competitive-Layer Classifiers -- , Template-Pattern Matching and the CLEARN Operation -- , Template Patterns and Template Matrix -- , Matching Known Template Patterns -- , Template-Pattern Training -- , Correlation Training -- , Learning with Conscience -- , Competitive-Learning Experiments -- , Pattern Classification -- , Vector Quantization -- , Simplified Adaptive-Resonance Emulation -- , Supervised Competitive Learning -- , LVQ Algorithm for Two-Way Classification -- , Counterpropagation Networks -- , Examples Of Clearn Classifiers -- , Recognition of Known Patterns -- , Image Recognition -- , Fast Solution of the Spiral Benchmark Problem -- , Learning Unknown Patterns -- , References -- , Dynamic Neural Networks -- , Introduction -- , Dynamic Versus Static Neural Networks -- , Applications of Dynamic Neural Networks -- , Simulations Combining Neural Networks and Differential-Equation Models -- , Neural Networks With Delay-Line Input -- , Introduction -- , Delay-Line Model -- , Delay-Line-Input Networks -- , Linear Combiners -- , One-Layer Nonlinear Network -- , Functional-Link Network -- , Backpropagation Network with Delay-Line Input -- , Using Gamma Delay Lines -- , Static Neural Networks Used As Dynamic Networks -- , Introduction -- , Simple Backpropagation Networks -- , Recurrent Neural Networks -- , Layer-Feedback Networks -- , Simplified Recurrent-Network Models Combine Context and Input Layers -- , Conventional Model of a Jordan Network -- , Simplified Jordan-Network Model -- , Simplified Models for Other Feedback Networks -- , Neural Networks with Feedback Delay Lines -- , Delay-Line Feedback -- , Neural Networks with Both Input and Feedback Delay Lines -- , Teacher Forcing -- , Predictor Networks -- , Off-Line Predictor Training -- , Off-Line Prediction Using Stored Time Series -- , Off-Line Training System for Online Predictors -- , Example: Simple Linear Predictor -- , Online Trainng for True Online Prediction -- , Chaotic Time Series for Prediction Experiments -- , Gallery of Predictor Networks -- , Other Applications Of Dynamic Networks -- , Temporal-Pattern Recognition: Regression and Classification -- , Model Matching -- , Introduction -- , Example: Program for Matching Narendra's Plant Model -- , Miscellaneous Topics -- , Biological-Network Software -- , References -- , More Appications Of Vector Models -- , Vectorized Simulation With Logarithmic Plots -- , EUROSIM No. 1 Benchmark Problem -- , Vectorized Simulation with Logarithmic Plots -- , Modeling Fuzzy-Logic Function Generators -- , Rule Tables Specify Heuristic Functions -- , Fuzzy-Set Logic -- , Fuzzy Sets and Membership Functions -- , Fuzzy Intersections and Unions -- , Joint Membership Functions -- , Normalized Fuzzy-Set Partitions -- , Fuzzy-Set Rule Tables and Function Generators -- , Simplified Function Generation with Fuzzy Basis Functions -- , Vector Models of Fuzzy-Set Partitions -- , Gaussian Bumps: Effects of Normalization -- , Triangle Functions -- , Smooth Fuzzy-Basis Functions -- , Vector Models for Multidimensional Fuzzy-Set Partitions -- , Example: Fuzzy-Logic Control of a Servomechanism -- , Problem Statement -- , Experiment Protocol and Rule Table -- , DYNAMIC Program Segment and Results -- , Partial Differential Equations -- , Method of Lines -- , Vectorized Method of Lines -- , Introduction -- , Using Differentiation Operators -- , Numerical Problems -- , Heat-Conduction Equation in Cylindrical Coordinates -- , Generalizations -- , Simple Heat-Exchanger Model -- , Fourier Analysis And Linear-System Dynamics -- , Introduction -- , Function-Table Lookup and Interpolation -- , Fast-Fourier-Transform Operations -- , Impulse and Freqency Response of a Linear Servomechanism -- , Compact Vector Models of Linear Dynamic Systems -- , Using the Index-Shift Operation with Analog Integration -- , Linear Sampled-Data Systems -- , Example: Digital Comb Filter -- , Replication Of Agroecological Models On Map Grids -- , Geographical Information System -- , Modeling the Evolution of Landscape Features -- , Matrix Operations on a Map Grid -- , References -- , APPENDIX: ADDITIONAL REFERENCE MATERIAL -- , Example of a Radial-Basis-Function Network -- , Fuzzy-Basis-Function Network. , English.

Additional Edition: Print version: Korn, Granino A. (Granino Arthur), 1922- Advanced dynamic-system simulation. Hoboken, New Jersey : John Wiley & Sons Inc., [2012] ISBN 9781118397350

Language: English

Keywords: Electronic books. ; Electronic books. ; Electronic books. ; Electronic books. ; Electronic books. ; Electronic books.

URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781118527412

URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781118527412

URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781118527412

UID:

Format: xiv, 260 p. : , ill.

Edition: 2nd ed.

Edition: Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.

Content: "This book introduces Dynamic-system Simulation with a main emphasis on OPEN DESIRE and DESIRE software. The book includes eight comprehensive chapters amounting to approximately 250 pages, as well as includes three appendices housing information on Radial-basis-function, Fuzzy-basis-function Networks, and CLEARN Algorithm. In addition, a CD will be packaged with each book, containing complete binary OPEN DESIRE modeling/simulation program packages for personal-computer LINUX and MS Windows, DESIRE examples, source code and a comprehensive, indexed reference manual. The second edition offers a complete update of all material, boasting two completely new chapters on fast simulation of neural networks"--

Language: English

Keywords: Electronic books.

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