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دسته بندی: منطق فازی و برنامه های کاربردی ویرایش: نویسندگان: Šárka Hošková-Mayerová, Cristina Flaut, Fabrizio Maturo سری: Studies in Fuzziness and Soft Computing ISBN (شابک) : 303061333X, 9783030613334 ناشر: Springer سال نشر: 2021 تعداد صفحات: 515 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 13 مگابایت
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در صورت تبدیل فایل کتاب Algorithms as a Basis of Modern Applied Mathematics به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب الگوریتم ها به عنوان مبنایی از ریاضیات کاربردی مدرن نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب یک راهنمای مستقل برای الگوریتمهای پیشرفته و کاربردهای آنها در زمینههای مختلف علوم ارائه میکند. با گردآوری مشارکتهای محققان معتبر در زمینه ریاضیات، آمار و علوم رایانه، هدف آن ارائه دیدگاهی جامع و بهروز از الگوریتمها، از جمله نظریه پشت آنها، و همچنین ملاحظات عملی، محدودیتها و راهحلهای فعلی است. این برنامه کاربردی در مدیریت انرژی، تصمیم گیری، شبکه های کامپیوتری، علم مواد، مکانیک و بهینه سازی فرآیند را پوشش می دهد. این یک راهنمای یکپارچه و به موقع برای الگوریتمهای مهم ارائه میکند و منبع مرجع ارزشمندی برای دانشجویان تحصیلات تکمیلی و محققان در زمینههای مختلف ریاضیات کاربردی، آمار و مهندسی است.
This book offers a self-contained guide to advanced algorithms and their applications in various fields of science. Gathering contributions by authoritative researchers in the field of mathematics, statistics and computer science, it aims at offering a comprehensive and up-to-date view of algorithms, including the theory behind them, as well as practical considerations, current limitations and solutions. It covers applications in energy management, decision making, computer networks, materials science, mechanics and process optimization. It offers an integrated and timely guide to important algorithms, and represents a valuable reference resource for graduate students and researchers in various fields of applied mathematics, statistics and engineering.
Preface Contents Numerical Computation in Spiky Domain 1 Introduction 2 Near-Consistent Linear Systems: Nclinsolver Versus Matlab Solvers 2.1 Numerical Experiments 2.2 Remarks: Matlab Commands, Large Systems, Pruning, Rank, and Complexity 2.3 Linear Optimization Problems with Near-Linearly Dependent Constraints 3 Solving a Nonlinear Equation in One Variable Having Root-Clusters and/or Multiple Roots 4 A Sensitive Nonlinear BVP: A Model for Gas Flow Through a Porus Medium 4.1 Lower, Upper, and ODE Solutions and Matlab Program 4.2 Numerical Results and Their Graphical Visualization 4.3 Critical Observations for Sensitive BVPs 5 Conclusions References Modeling the Relationship Between Energy, Carbon and Water Efficiency of the Most Sustainable Corporations in the World 1 Introduction 2 Methodology 3 Results 4 Conclusion References Multi-objective Evolutionary Algorithms: Decomposition Versus Indicator-Based Approach 1 Introduction 2 Theory 2.1 Background 3 Results 3.1 Test Instances 3.2 Performance Indicators 3.3 Parameter Settings 3.4 Experimental Results 4 Conclusion and Perspectives References The Hopf-Levi-Civita Data of Two-Dimensional Metrics 1 Introduction 2 The Hopf-Levi-Civita Data for Two-Dimensional Riemannian Metrics 3 The Second-Hopf and Hopf-Shape Data for a Regular Surface 4 The Hopf-Levi-Civita Data for Two Dimensional Kähler Geometry 5 The Hopf-Levi-Civita Data for Two-Dimensional Hessian Geometry 6 Subgeodesic Correspondence of Metrics and Connections 7 Conclusion References Some Applications of Fibonacci and Lucas Numbers 1 Introduction 2 Preliminaries 3 Main Results 4 Conclusion References Some Remarks Regarding Finite Bounded Commutative BCK-Algebras 1 Introduction 2 Connections Between Finite Bounded Commutative BCK-Algebras and Wajsberg Algebras 3 The Algorithm 4 Examples of Finite Commutative Bounded BCK-Algebras 5 Conclusions References Revisiting Fixed Point Results with a Contractive Iterative at a Point 1 Introduction and Preliminaries 1.1 Results in the Setting of Complete Metric Spaces 1.2 Results in the Setting of Complete b-Metric Spaces 1.3 Results in the Setting of Complete Dislocated b-Metric Spaces 1.4 Branciari b-Metric Space 2 Extension of Matkowski Theorem 3 Conclusion References An Algorithmic Perspective on the Thermoelasticity of the Micromorphic Materials Using Fractional Order Strain 1 Introduction 2 Theory 3 Result 4 Discussions and Conclusions References Numerical Algorithms in Mechanics of Generalized Continua 1 Introduction 2 Preliminaries 2.1 The Finite Element Method 2.2 The Mathematical Model to Be Discretized by the Finite Element Method 3 Variational Formulation 4 Numerical Simulations 5 Discussion and Conclusion References A Practical Review on Intrusion Detection Systems by Known Data Mining Methods 1 Introduction 2 Preliminaries 2.1 Intrusion Detection Systems (IDSs) 2.2 Traditional Approaches 2.3 New Approaches 3 Classification 3.1 Artificial Neural Networks 3.2 Support Vector Machines (SVMs) 3.3 Decision Trees 3.4 Lazy Learners 3.5 Bayesian Methods 4 Clustering 4.1 Partitioning Methods 4.2 Hierarchical Methods 4.3 Density–Based Methods 4.4 Model–Based Methods 5 Experiment and Results 5.1 Data Set Analysis 5.2 Evaluation Measures 5.3 Results and Analysis 6 Conclusions References Leaf Recognition Based on Image Processing 1 Introduction 2 Extractable Features 2.1 Leaf Shape Features 2.2 Leaf Texture Features 2.3 Leaf Color Features 3 Features Evaluation 4 Methods Classification 4.1 Methods Based on Leaf Shape 4.2 Methods Based on Leaf Texture 4.3 Methods Based on Leaf Color 4.4 Methods Summarization 5 Conclusion References A Hypercomplex Method for Solving Boundary Value Problems for Biharmonic Functions 1 Main Boundary Value Problems for Biharmonic functions 2 Monogenic Functions in a Biharmonic Algebra 3 Schwarz-Type Boundary Value Problems for Monogenic Functions 4 Solutions Represented by Means Hypercomplex Cauchy-Type Integrals 5 Auxiliary Statements 6 Reducing the (1-3)-Problem to a System of Integral Equations 7 Reducing the (1-4)-Problem to a System of Integral Equations References On Algorithms Related to Expressibility of Functions of Diagonalizable Algebras 1 Introduction 2 Preliminaries 2.1 Diagonalizable Algebras 2.2 Propositional Provability Logics Associated to Diagonalizable Algebras 2.3 Iterative Post Algebras 2.4 Relations on Diagonalizable Algebras 3 Preliminary Results 3.1 Representation of 4-Valued Functions by Terms of Diagonalizable Algebra mathfrakB2 4 Important Properties of Some Sequences of Diagonalizable Algebras 5 Results 5.1 On Existence of an Algorithm for Determination of Functional Expressibility in Local Tabular Diagonalizable Algebras 5.2 Completeness Relative to Expressibility of Terms for an Infinite Sequence of Diagonalizable Algebras 5.3 Conditions for Expressibility of Constants in mathfrakBinfty 6 Conclusions References An Algorithm for Solving the Sylvester s-Conjugate Elliptic Quaternion Matrix Equations 1 Introduction 2 Elliptic Quaternions 3 Elliptic Quaternion Matrices 4 Real Representations of Elliptic Quaternion Matrices 5 Solving the Sylvester s-Conjugate Elliptic Quaternion Matrix Equations 6 Numerical Algorithms 7 Numerical Examples References Deterministic Actions on Stochastic Ensembles of Particles Can Replicate Wavelike Behaviour of Quantum Mechanics: Does It Matter? 1 Introduction 2 Origins of Wave Mechanics in Relativity and Paradoxes of Measurement 3 De Broglie–Bohm Pilot Wave Theory and Contextuality 4 Illustration by a Numerical Experiment 5 Conclusion: Why Does It Matter? References Modeling of Selected Physical Phenomena Under Explosion Welding the Laminate AA2519-Ti6Al4V 1 Introduction 2 Problem Statement 3 Derivation of the Problem’s Solution 3.1 Case 1: Subsonic Detonation Velocity ( M12