Scientific computing with MATLAB. (2016)

• Record Type: Book
• Further Information: Note: Dingyu Xue, YangQuan Chen.
• Authors: Xue, Dingyü; Chen, YangQuan, 1966-
• Contents: Computer Mathematics Languages — An Overview; Computer Solutions to Mathematics Problems; Summary of Computer Mathematics Languages; Outline of the Book Fundamentals of MATLAB Programming and Scientific Visualization ; Essentials in MATLAB Programming; Fundamental Mathematical Calculations; Flow Control Structures of MATLAB Language; Writing and Debugging MATLAB Functions; Two-Dimensional Graphics; Three-Dimensional Graphics; Four-Dimensional Visualization Calculus Problems ; Analytical Solutions to Limit Problems; Analytical Solutions to Derivative Problems; Analytical Solutions to Integral Problems; Series Expansions and Finite-Term Series Approximations; Infinite Series and Products; Path Integrals and Line Integrals; Surface Integrals; Numerical Differentiation; Numerical Integration Problems Linear Algebra Problems ; Inputting Special Matrices; Fundamental Matrix Operations; Fundamental Matrix Transformations; Solving Matrix Equations; Nonlinear Functions and Matrix Function Evaluations Integral Transforms and Complex-Valued Functions ; Laplace Transforms and Their Inverses; Fourier Transforms and Their Inverses; Other Integral Transforms; z Transforms and Their Inverses; Essentials of Complex-Valued Functions; Solving Complex-Valued Function Problems; Solutions of Difference Equations Nonlinear Equations and Numerical Optimization Problems; Nonlinear Algebraic Equations; Nonlinear Equations with Multiple Solutions; Unconstrained Optimization Problems; Constrained Optimization Problems; Mixed Integer Programming Problems; Linear Matrix Inequalities; Solutions of Multi-Objective Programming Problems; Dynamic Programming and Shortest Path Planning Differential Equation Problems ; Analytical Solution Methods for Some Ordinary Differential Equations; Numerical Solutions to Ordinary Differential Equations; Transforms to Standard Differential Equations; Solutions to Special Ordinary Differential Equations; Solutions to Delay Differential Equations; Solving Boundary Value Problems; Introduction to Partial Differential Equations; Solving ODEs with Block Diagrams in Simulink Data Interpolation and Functional Approximation Problems ; Interpolation and Data Fitting; Spline Interpolation and Numerical Calculus; Fitting Mathematical Models from Data; Rational Function Approximations; Special Functions and Their Plots; Signal Analysis and Digital Signal Processing Probability and Mathematical Statistics Problems ; Probability Distributions and Pseudorandom Numbers; Solving Probability Problems; Fundamental Statistical Analysis; Statistical Estimations; Statistical Hypothesis Tests ; Analysis of Variance; Principal Component Analysis Topics on Nontraditional Mathematical Branches ; Fuzzy Logic and Fuzzy Inference; Rough Set Theory and Its Applications; Neural Network and Applications in Data Fitting Problems; Evolutionary Computing and Global Optimization Problem Solutions; Wavelet Transform and Its Applications in Data Processing; Fractional-Order Calculus MATLAB Functions Index; Index Exercises and Bibliography appear at the end of each chapter.
• Edition: 2nd edition
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2016
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 502.8553; Science -- Data processing; Numerical analysis -- Computer programs
• Languages: English
• ISBNs: 9781498757829; 9781498757812
• Related ISBNs: 9781498757775
• Notes: Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.