Optimization Theory and Methods (Nonlinear Programming) by Wenyu Sun, Ya-xiang Yuan PDF free download

Topics: Mathematical Modeling, Engineering Problem Solving, Programming, Software, structured programming, Modular Programming, EXCEL, MATLAB, Mathcad, Significant Figures, accuracy, precision, error, Round-Off Errors, Truncation Errors, Taylor Series, Bracketing Methods graphical method, bisection method, False-Position Method, Simple Fixed-Point Iteration, Newton-Raphson Method, secant method, Brent’s Method, multiple roots, Roots of Polynomials, Müller’s Method, Bairstow’s Method, Roots of Equations pipe friction, Gauss Elimination, Naive Gauss Elimination, complex systems, Gauss-Jordan, LU Decomposition, Matrix Inversion, Special Matrices, Gauss-Seidel, Linear Algebraic Equations, Steady-State Analysis, One-Dimensional Unconstrained Optimization, Parabolic Interpolation, Golden-Section Search, Multidimensional Unconstrained Optimization, Constrained Optimization, linear programming, Nonlinear Constrained Optimization, Least-Squares Regression, linear regression, polynomial regression, Multiple Linear Regression, Nonlinear Regression, Linear Least Squares, interpolation, Newton’s Divided-Difference Interpolating Polynomials, Lagrange Interpolating Polynomials, Inverse Interpolation, Spline Interpolation, Multidimensional Interpolation, Fourier Approximation, Curve Fitting, Sinusoidal Functions, Continuous Fourier Series, Fourier Integral, Fourier Transform, Discrete Fourier Transform, Fast Fourier Transform, power spectrum, Newton-Cotes Integration Formulas, Trapezoidal Rule, Simpson’s Rules, multiple integrals, Newton-Cotes Algorithms, Romberg Integration, Adaptive Quadrature, Gauss Quadrature, Improper Integrals, Monte Carlo Integration, Numerical Differentiation, High-Accuracy Differentiation Formulas, Richardson Extrapolation, partial derivatives, Numerical Integration, Runge-Kutta Method, Euler’s Method, Boundary-Value Problems, Eigenvalue Problems, Finite Difference, Elliptic Equations, Laplace equation, Boundary Condition, Heat-Conduction Equation, Crank-Nicolson Method, Finite-Element Method

Topics: PROBLEM FORMULATION, OPTIMIZATION THEORY, OPTIMIZATION METHODS, APPLICATIONS OF OPTIMIZATION, HEAT TRANSFER, ENERGY CONSERVATION, SEPARATION PROCESSES, FLUID FLOW SYSTEMS, CHEMICAL REACTOR DESIGN, CHEMICAL REACTOR OPERATION, INTEGRATED PLANNING SCHEDULING, OPTIMIZATION OF UNCONSTRAINED FUNCTIONS, UNCONSTRAINED MULTIVARIABLE OPTIMIZATION, LINEAR PROGRAMMING, NONLINEAR PROGRAMMING, MIXED-INTEGER PROGRAMMING, GLOBAL OPTIMIZATION

Topics: Classical Optimization Techniques, Linear Programming, Simplex Method, One-Dimensional Minimization Methods, Nonlinear Programming, Geometric Programming, Dynamic Programming, Integer Programming, Stochastic Programming, Optimal Control, Optimality Criteria Methods, Convex Functions, Concave Functions

Topics: Linear programming, simplex method, linear programs, Duality, Complementarity, interior-point methods, conic linear programming, unconstrained problems, concave functions, convex functions, speed of convergence, quasi-newton methods, constrained minimization, penalty method, barrier method, duality method, dual method, primal-dual method

Topics: Operations Research, Operations Research models, linear programming, two-variable linear programming model, modelling, simplex method, sensitivity analysis, artificial starting solution, duality, post-optimal analysis, primal-dual relationships, simplex algorithms, transportation model, assignment mode, network mode, shortest-route problem, Minimal spanning tree algorithm, maximal flow model, critical path model, revised simplex method, revised algorithm, bounded-variables algorithm, parametric linear programming, goal programming, goal programming formulation, goal programming algorithm, integer linear programming, Heuristic programming, greedy heuristic, local search heuristic, metaheuristic, constriant programming, traveling salesperson problem, deterministic dynamic programming, dynamic programming, inventory modelling, probability, probability distribution, decision analysis, games, game theory, probabilistic inventory models, Markov chains, queuing systems, simulation modeling, classical optimization theory, Nonlinear programming algorithms

Topics: simplex method, degeneracy, duality theory, primal simplex method, Lagrangian duality, sensitivity analysis, parametric analysis, implementation issues, convex analysis, game theory, regression, structural optimization, interior-point methods, central path, Lagrange multipliers, path-following method, KKT system, affine-scaling, method, integer programming, quadratic programming, convex programming, Markowitz model

Topics: Professional Nursing, Nursing Practice, Health Equity, Culturally Competent Care, Health History, Physical Examination, Patient, Caregiver Teaching, Chronic Illness, Older Adults, Stress Management, Sleep, Sleep Disorders, pain, Palliative Care, End-of-Life Care, Substance Use Disorders, Inflammation, Healing, genetics, Immune Response, Transplantation, infection, cancer, Fluid Imbalance, Electrolyte Imbalance, Acid-Base Imbalance, Homeostasis, Perioperative Care, Intraoperative Care, Postoperative Care, Altered Sensory Input, Visual Problems, auditory problems, Integumentary System, Integumentary Problems, burns, Oxygenation, Ventilation, Respiratory System, Upper Respiratory Problems, Lower Respiratory Problems, Obstructive Pulmonary Diseases, Hematologic System, Hematologic Problems, Cardiovascular System, perfusion, hypertension, Coronary Artery Disease, Acute Coronary Syndrome, heart failure, Dysrhythmias, Inflammatory Disorders, Structural Heart, Disorders, Vascular Disorders, Gastrointestinal System, Nutritional Problems, obesity, Upper Gastrointestinal Problems, Lower Gastrointestinal Problems, Liver, Biliary Tract, Pancreas, Urinary Function, Urinary System, Renal Problems, Urologic Problems, Acute Kidney Injury, Chronic Kidney Disease, Endocrine System, Diabetes Mellitus, Endocrine Problems, Reproductive System, Breast Disorders, Sexually Transmitted Infections, Female Reproductive Problems, Male Reproductive Problems, Nervous System, Acute Intracranial Problems, stroke, Chronic Neurologic Problems, dementia, delirium, Spinal Cord Problems, Peripheral Nerve Problems, Musculoskeletal System, Musculoskeletal Trauma, Orthopedic Surgery, Musculoskeletal Problems, Arthritis, Connective Tissue Diseases, Critical Care, Shock, Sepsis, Multiple Organ Dysfunction Syndrome, Acute Respiratory Failure, Acute Respiratory Distress Syndrome, Emergency Nursing, Disaster Nursing, Nursing

Topics: Linear Programming, Linear Programming Model Formulation, Graphical Method, Simplex Method, Duality in Linear Programming, Dual Linear Programming Problem, Sensitivity Analysis, Integer Linear Programming, Goal Programming, Transportation Problem, Assignment Problem, Decision Theory, Decision Trees, Theory of Games, game theory, Project Management, Deterministic Inventory Control Models, Probabilistic Inventory Control Models, Queuing Theory, Replacement Models, Maintenance Models, Markov Chains, Simulation, Sequencing Problems, Information Theory, Dynamic Programming, Classical Optimization Methods, Non-Linear Programming Methods, Revised Simplex Method, Dual-Simplex Method, Bounded Variables Linear Programming Problem, Parametric Linear Programming

Topics: Numerical Methods, mathematical modeling, MATLAB, mathematical operations, structured programming, errors, roundoff errors, truncation errors, total numerical errors, blunders, model errors, data uncertainty, roots, graphical methods, bracketing methods, bisection, roots, Simple Fixed-Point Iteration, Newton-Raphson, secant methods, Brent's method, MATLAB functions, optimization, linear systems, linear algebraic equations, matrices, Gauss elimination, Naive gauss elimination, tridiagonal systems, LU factorization, matrix inverse, system condition, error analysis, iterative methods, linear systems, nonlinear systems, Eugen values, power method, curve fitting, linear regression, random numbers, linear least-squares regression, polynomial regression, multiple linear regression, QR factorization, nonlinear regression, Fourier analysis, Continuous Fourier series, frequency domain, time domain, Fourier integral, Fourier transform, Discrete Fourier transform, power spectrum, polynomial interpolation, Newton interpolating polynomial, Lagrange interpolating polynomial, inverse interpolation, extrapolation, oscillations, splines, linear splines, quadratic splines, cubic spline, multidimensional interpolation, integration, differentiation, Numerical integration formulas, Newton-Cotes formulas, Trapezoidal rule, Simpson's rules, initial value problem, Runge-Kutta methods, adaptive Runge-Kutta methods, stiff systems, Boundary-value problems, shooting method, finite-difference methods, MATLAB function

Topics: algorithm design, algorithm analysis, Algorithm Efficiency, Algorithm Efficiency analysis, Brute Force, Exhaustive Search, Decrease-and-Conquer, Divide-and-Conquer, Transform-and-Conquer, Space and Time Trade-Offs, Dynamic Programming, Greedy Technique, Iterative Improvement, Algorithm Power, Algorithmic Problem Solving, Nonrecursive Algorithms mathematical analysis, recursive Algorithms mathematical analysis, Selection Sort, Bubble Sort, Sequential Search, Brute-Force String Matching, Closest-Pair Problems, Convex-Hull Problems, depth-First Search, Breadth-First Search, Insertion Sort, Topological Sorting, Variable-Size-Decrease Algorithms, Decrease-by-a-Constant-Factor Algorithms, binary search, Mergesort, quicksort, Binary Tree Traversals, Strassen’s Matrix Multiplication, Gaussian Elimination, presorting, Balanced Search Trees, Heaps, Heapsort, Horner’s Rule, Binary Exponentiation, Problem Reduction, B-Trees, hashing, Knapsack Problem, Optimal Binary Search Trees, Warshall’s Algorithm, Floyd’s Algorithm, Prim’s Algorithm, Kruskal’s Algorithm, Dijkstra’s Algorithm, Huffman Trees, huffman Codes, Simplex Method, Maximum-Flow Problem, Stable Marriage Problem, Lower-Bound Arguments, Decision Trees, Numerical Algorithms, Backtracking, Approximation Algorithms

Topics: linear programming, simplex method, duality theory, Linear Programming under Uncertainty, Algorithms for Linear Programming, Transportation and Assignment Problems, Network Optimization Models, Dynamic Programming, Integer Programming, Nonlinear Programming, Metaheuristics, Game Theory, Decision Analysis, Queueing Theory, Inventory Theory, Markov Decision Processes, Simulation

Topics: Ordinary Differential Equations, Separable Ordinary Differential Equations, exact Ordinary Differential Equations, linear Ordinary Differential Equations, Orthogonal Trajectories, Homogeneous Linear Ordinary Differential Equations, Differential Operators, Euler–Cauchy Equations, Higher Order Linear Ordinary Differential Equations, nonlinear Ordinary Differential Equations, Power Series, egendre’s Equation, Legendre Polynomials, Extended Power Series, Frobenius Method, Bessel’s Equation, Bessel Functions, Laplace Transforms, First Shifting Theorem, Linear Algebra, Vector Calculus, Matrices, Vectors, Determinants, Linear Systems, Determinants, Cramer’s Rule, Gauss–Jordan Elimination, linear transformation, Matrix Eigenvalue Problems, Eigenvalues, Eigenvectors, Eigenbase, Vector Differential Calculus, vector product, Vector Integral Calculus, Integral Theorems, line integrals, Surface Integrals, Stokes’s Theorem, Fourier Analysis, Partial Differential Equations, Fourier series, Sturm–Liouville Problems, Forced Oscillations, Fourier Integral, Fourier Cosine, Sine Transforms, Fourier Transform, Fast Fourier Transforms, Rectangular Membrane, Double Fourier Series, heat equation, Complex Numbers, Complex Differentiation, Cauchy–Riemann Equations, Exponential Function, Complex Integration, Cauchy’s Integral Formula, Cauchy’s Integral Theorem, Taylor series, Laurent Series, Residue Integration, Conformal Mapping, Complex Analysis, Potential Theory, Numeric Analysis, Numeric Linear Algebra, Unconstrained Optimization, Linear Programming, Combinatorial Optimization, Probability, Statistics, Data Analysis, Probability Theory, Mathematical Statistics

Topics: Ordinary Differential Equations, Separable Ordinary Differential Equations, exact Ordinary Differential Equations, linear Ordinary Differential Equations, Orthogonal Trajectories, Homogeneous Linear Ordinary Differential Equations, Differential Operators, Euler–Cauchy Equations, Higher Order Linear Ordinary Differential Equations, nonlinear Ordinary Differential Equations, Power Series, egendre’s Equation, Legendre Polynomials, Extended Power Series, Frobenius Method, Bessel’s Equation, Bessel Functions, Laplace Transforms, First Shifting Theorem, Linear Algebra, Vector Calculus, Matrices, Vectors, Determinants, Linear Systems, Determinants, Cramer’s Rule, Gauss–Jordan Elimination, linear transformation, Matrix Eigenvalue Problems, Eigenvalues, Eigenvectors, Eigenbase, Vector Differential Calculus, vector product, Vector Integral Calculus, Integral Theorems, line integrals, Surface Integrals, Stokes’s Theorem, Fourier Analysis, Partial Differential Equations, Fourier series, Sturm–Liouville Problems, Forced Oscillations, Fourier Integral, Fourier Cosine, Sine Transforms, Fourier Transform, Fast Fourier Transforms, Rectangular Membrane, Double Fourier Series, heat equation, Complex Numbers, Complex Differentiation, Cauchy–Riemann Equations, Exponential Function, Complex Integration, Cauchy’s Integral Formula, Cauchy’s Integral Theorem, Taylor series, Laurent Series, Residue Integration, Conformal Mapping, Complex Analysis, Potential Theory, Numeric Analysis, Numeric Linear Algebra, Unconstrained Optimization, Linear Programming, Combinatorial Optimization, Probability, Statistics, Data Analysis, Probability Theory, Mathematical Statistics

Topics: Numerical Methods, Eigen value problems, Newton-Raphson Method, General Iteration Method, Convergence of Iteration Methods, Gauss Elimination Method, Gauss-Jordan Method, interpolation, approximation, Lagrange Interpolation, Newton’s Divided Difference Interpolation, Spline Interpolation, Cubic Splines, numerical differentiation, integration, Trapezium Rule, initial value problem, Romberg Method, Taylor Series Method, Adams-Moulton Methods, Predictor-Corrector Methods, boundary value problems

Topics: Pathophysiology, cell structure, cell function, inflammation, inflammatory response, fever, cell proliferation, tissue regeneration, tissue repair, genetic control, genetic disorders, congenital disorders, neoplasia, integrative body functions, acid-base balance, electrolyte disorder, fluid disorder, stress, adaptation, hematopoietic function, red blood cells disorders, infection, immunity, infectious disease, innate immunity, adaptive immunity, immune response, circulatory function, blood flow, blood pressure, cardiac function, heart failure, circulatory shock, respiratory function, respiratory tract infections, neoplasms, childhood disorder, gas exchange, kidney function, urinary tract function, renal function, acute kidney injury, chronic kidney disease, gastrointestinal function, hepatobiliary function, exocrine pancreas function, endocrine system, endocrine control, diabetes mellitus, metabolic syndrome, nervous system, neural function, somatosensory function, pain, headache, neuromuscular function, brain function, vision, hearing, vestibular function, genitourinary function, reproductive function, male genitourinary system, female genitourinary system, sexually transmitted infections, musculoskeletal function, trauma, skeletal system, rheumatic disorders, skin integrity, skin function

Topics: Advanced engineering mathematics, numerical solution, Newton-Raphson iterative method, numerical methods, linear interpolation, graphical interpolation, Lagrange interpolation, Laplace transform, convolution theorem, periodic functions, Z transform, difference equations, Invariant linear systems, Differential equations, Fourier series, harmonics, Dirichlet conditions, Gibbs’ phenomenon, Complex Fourier series, complex spectra, Fourier’s integral theorem, Leibnitz-Maclaurin method, power series, Cauchy-Euler equi-dimensional equations, Leibnitz theorem, Bessel’s equation, Gamma functions, Bessel functions, Legendre’s equation, Legendre polynomials, Rodrigue’s formula, Sturm-Liouville systems, Orthogonality, Taylor’s series, First-order differential equations, Euler's method, Runge-Kutta method, Matrix algebra, Matrix transformation, Eigenvalues, direction fields, phase plane analysis, nonlinear systems, dynamical systems, Bifurcation, partial differentiation, Elliptic equations, Hyperbolic equations, Parabolic equations, multiple integration, Green’s theorem, integral functions, error function, elliptic functions, vector analysis, Curvilinear coordinates, complex analysis, complex mapping, Maclaurin series, optimization, linear programming, Linear inequalities

Topics: Economic Growth, Income Distribution, Sustainable Development, Underdeveloped Country, Chenery’s Patterns of Structural Change, Modern Economic Growth, Adam Smith’s Theory, Ricardian Theory, e Malthusian Theory, Mill’s Theory, Classical Theory, Marxian Theory, Schumpeterian Theory, Keynesian Theory, Marx’ Stages of Growth, Rostow’s Stages of Economic Growth, Gerchenkron’s Great Spurt Theory, Nurkse’s Theory of Disguished Unemployment, Lewis Theory, Fei-Ranis Theory, growth model, capital accumulation, Harrod-Domar Model, Kaldor Model of Distribution, Steady State Growth, von Neumann Growth Model, Uzawa Two-Sector Growth Model, Kaldor’s Model of Growth, e Solow Model of Long-Run Growth, Growth Accounting, Endogenous Growth Theory, Fel’dman Model, Mahalanobis Model, Capital Formation, Monetary Policy, Fiscal Policy, Deicit Financing, Human Capital Formation, Entrepreneurship, Foreign Trade, New International Economic order, Commercial Policy, Foreign Capital, Two-Gap Model, Private Foreign Investment, Multinationals, Millennium Development Goals, Economic Integration, Economic Planning, Shadow Prices, Project Evaluation, Cost-Benefit Analysis, Input-Output Analysis, Linear Programming, Capital-Output Ratio, Price Mechanism

Topics: surgical Nursing, medical nursing, Health Care Delivery, Evidence-Based Nursing Practice, Community-Based Nursing Practice, Nursing Process, Health Education, Health Promotion, Adult Health, Nutritional Assessment, Individual Adaptation, Family Homeostasis, Stress, Adaptation, Transcultural Nursing, Genetics, Genomics, Chronic Illness, Disability, Rehabilitation, Older Adult health care, Pain Management, patient management, Fluid Balance, Electrolyte Balance, Fluid Disturbance, electrolyte disturbance, Shock and Multiple Organ Dysfunction Syndrome, Oncologic Disorders, End-of-Life Care, Nursing Management, preoperative Nursing Management, Intraoperative Nursing Management, Postoperative Nursing Management, Gas Exchange, Respiratory Function, Respiratory Function assessment, Respiratory Care Modalities, Upper Respiratory Tract Disorders, Chest Disorders, Lower Respiratory Tract Disorders, Chronic Pulmonary Disease, Cardiovascular Function, Circulatory Function, Assessment of Cardiovascular Function, Dysrhythmias, Conduction Problems, Coronary Vascular Disorders, Cardiac Disorders, Heart Disease, Peripheral Circulation, vascular disorders, Hypertension, Hematologic Function, Nonmalignant Hematologic Disorders, Hematologic Neoplasms, Immunologic Function, Immune Deficiency Disorders, Allergic Disorders, Rheumatic Disorders, Musculoskeletal Function, Emergency Nursing, Mass Casualty, Disaster Nursing, Infectious Diseases, Neurologic Function, Neurologic Dysfunction, Cerebrovascular Disorders, Neurologic Trauma, Neurologic Infections, Autoimmune Disorders, Neuropathies, Oncologic Neurologic Disorders, Degenerative Neurologic Disorders, Sensory Function, Integumentary Function, Dermatologic Disorders, burn injury, Reproductive Function, breast disorder, Female Physiologic Processes, Male Reproductive Disorders, Kidney Function, Urinary Tract Function, Metabolic Function, Endocrine Function

Topics: Programming, computer programming, computer languages, programming process, compilation, coding, debugging, syntax, Programming languages, low-Programming languages, high-Programming languages, Modular Programming Languages, Structured Programming Language, Business Oriented Language, Object oriented programming language, Visual Programming Languages, Algorithm, Problem-Solving, Problem Solving Process, Algorithmic Problem Solving, Pseudo-Codes, Pseudocode, Flowcharts, Flowchart Symbols, Flowcharting, Programming Environment, flowchart, Variables, Reserved Words, operators, Data Types, functions, Data Type, Numbers Manipulation, character manipulation, String Manipulation, Decision-Making, Loops, Conditional Statements, arrays, Computer Files, file input, file output, File Operation Modes

Topics: Disease Prevention, Health Promotion, Health Maintenance, Health Care, Weight Loss, fatigue, dizziness, cough, chest pain, abdominal pain, jaundice, edema, Pelvic Pain, back pain, Anaphylaxis, Ambulatory Care, bronchospasm, drug over dose, epistaxis, syncope, cerebral concussions, delirium, developmental problems, inspiratory stridor, croup, epiglottis, reactive airway disease, viral exanthems, musculoskeletal problems, enuresis, poisoning, behavioral problems, attention-deficit hyperactivity disorder, human behavior, anxiety disorder, depression, alcoholism, sexual dysfunction, eating disorders, sleep-wake disorders, drug misuse disorders, nervous system disorders, migraine headaches, nonmigraine headaches, meningitis, seizure, Ischemic attack, movement disorders, Alzheimer disease, Peripheral Neuropathy, Eye Problems, Conjunctivitis, Cataracts, Glaucoma, Macular degeneration, Ocular Emergencies, ear problems, nose problems, throat problems, cardiovascular problems, respiratory problems, gastrointestinal problems, renal problems, urologic problem