This book explores a number of important examples and constructions of pathological functions. After introducing the basic concepts, the author begins with Cantor and Peano-type functions, then moves to functions whose constructions require essentia...Daugiau...
Symbolic regression (SR) is one of the most powerful machine learning techniques that produces transparent models, searching the space of mathematical expressions for a model that represents the relationship between the predictors and the dependent...Daugiau...
Now in its second edition, this book provides a comprehensive overview of categorical and nonparametric statistics, offering a conceptual framework for choosing the most appropriate test in various scenarios. Basic statistics and probability are rev...Daugiau...
Mathematical Methods in Dynamical Systems offers problem solving techniques and includes different analytical, semi-analytical, numerical and machine intelligence methods for finding exact and/or approximate solutions of governing equations arising...Daugiau...
This book provides a resource for understanding the effluent discharge mechanisms and the approaches for modeling them. It bridges the gap between the fundamentals of jets and numerical techniques in hydraulic engineering by integrating the numerica...Daugiau...
This innovative textbook applies the Modified Fourier Series to a variety of problems commonly encountered within science and engineering, equipping the reader with a clear pathway through which to use the Fourier method as a solution technique for...Daugiau...
The book illustrates modern methods of static and dynamic analysis of structures and the methods for solving boundary value problems of structural mechanics and soil mechanics. The application of Spectral Method of Boundary Elements (SMBE) to the ca...Daugiau...
This book introduces the reader to the theory and methodology of quantum-mechanical modeling of chemical and biological systems. Given the immense complexity of such systems, there is a constant search for new methods....Daugiau...
This book presents a groundbreaking new way of establishing equilibrium in architectural structures using the Modern Müller-Breslau method. A detailed, yet approachable guide, Architectural Structures is ideal for students of architecture, construct...Daugiau...
This book provides an overview of recent work on developing a theory of statistical inference based on measuring statistical evidence. It attempts to establish a gold standard for how a statistical analysis should proceed. The book illustrates relat...Daugiau...
This book contains the latest advances in variational analysis and set / vector optimization, including uncertain optimization, optimal control, and bilevel optimization. In addition, recent developments concerning scalarization techniques, necessar...Daugiau...
This book provides an introduction to functional analysis for non-experts in mathematics. As such, it is distinct from most other books on the subject that are intended for mathematicians. Concepts are explained concisely with visual materials, maki...Daugiau...
The book aims to describe some recent progress in nonlinear differential equations and nonlinear dynamical systems (both continuous and discrete)....Daugiau...
This book is designed to provide a new framework for Data Science, based on a solid foundation in mathematics and computational science. It is written in an accessible style, for readers who are engaged with the subject but not necessarily experts i...Daugiau...
Mathematicians have skills that would enable them to use data to answer questions important to them and others, and report those answers in compelling ways. Data science combines parts of mathematics, statistics, computer science. This handbook will...Daugiau...
This book covers block pulse and related functions for the analysis and identification of continuous and discrete-time systems. It covers functions related to block pulse functions and pulse-width modulated generalized block pulse functions includin...Daugiau...
