The enormous practical need for solving global optimization problems coupled with a rapidly advancing computer technology has allowed one to consider problems which a few years ago would have been considered computationally intractable.
Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also understand their relative strengths and weaknesses.
These proceedings gather selected, peer-reviewed papers presented at the IV International Conference on Mathematics and its Applications in Science and Engineering - ICMASE 2023, held on July 12-14, 2023 by the University Center of Technology and Digital Arts (U-tad) in Madrid, Spain.
This book offers a collection of original peer-reviewed contributions presented at the 10th International Congress on Design and Modeling of Mechanical Systems (CMSM'2023), held on December 18-20, 2023, in Hammamet, Tunisia.
This guide is designed for systems researchers - emerging and seasoned - searching for holistic approaches of inquiry into complexity, which the Systems Sciences provide.
Linear Differential Equations and Oscillators is the first book within Ordinary Differential Equations with Applications to Trajectories and Vibrations, Six-volume Set.
This book addresses interconnections between contemporary advances in mathematics, especially algebra, with applications in the social sciences and the arts.
This monograph investigates the existence of higher order sliding mode in discrete-time systems and propounds a new concept of discrete-time higher order sliding mode.
This book explores the design and analysis of fractional-order and active disturbance rejection control, examining both the theoretical foundations and their practical applications.
The purpose of the book is to provide research workers in applied mathematics, physics, and engineering with practical geometric methods for solving systems of nonlinear partial differential equations.
Ralf Karrenberg presents Whole-Function Vectorization (WFV), an approach that allows a compiler to automatically create code that exploits data-parallelism using SIMD instructions.
As the role of the modern engineer is markedly different from that of even a decade ago, the theme of engineering mathematics educa- tion (EME) is an important one.
This book presents the understanding of how the different forms of regulatory mechanisms, like birth and death, competition, consumption and the like, result in changes in the stability and dynamics of ecological systems.
This book provides a basic introduction to reduced basis (RB) methods for problems involving the repeated solution of partial differential equations (PDEs) arising from engineering and applied sciences, such as PDEs depending on several parameters and PDE-constrained optimization.
This book presents, in a uniform way, several problems in applied mechanics, which are analysed using the matrix theory and the properties of eigenvalues and eigenvectors.
This text describes a comprehensive adjoint sensitivity analysis methodology (C-ASAM), developed by the author, enabling the efficient and exact computation of arbitrarily high-order functional derivatives of model responses to model parameters in large-scale systems.
Die vorliegende Sammlung technischer Daten soll Konstrukteuren, Verarbeitern und Anwendern von Kunststoffen den Überblick über das Werkstoffangebot erleichtern.
This completely revised edition provides a comprehensive tour of the mathematical knowledge and techniques needed by students across the physical sciences.
Dieses aus langjähriger Vorlesungstätigkeit entstandene Lehr- und Praxisbuch beschreibt die wichtigsten Berechnungsverfahren für Drehstromnetze in systematischer Fassung.
Dieser Buchtitel ist Teil des Digitalisierungsprojekts Springer Book Archives mit Publikationen, die seit den Anfängen des Verlags von 1842 erschienen sind.
The dynamic behavior of pipelines describes the time-varying continuous response of these structures under extreme effects, that are generated by the surrounding environment (waves and sea currents) and motions imposed by the host floating facility.
In answer to the unprecedented challenges and threats that face today’s globalized world, the primary goal of this Handbook is to identify the most probable threats that have affected humanity in recent years and our world in years to come.
This book includes selected reports of the XI International Scientific Conference "e;Digital Transformation of the Economy: Challenges, Trends and New Opportunities"e; (ISCDTE 2024), Samara, Russia.
Numerical Methods for Engineering and Data Science guides students in implementing numerical methods in engineering and in assessing their limitations and accuracy, particularly using algorithms from the field of machine learning.
Dieses aus langjähriger Vorlesungstätigkeit entstandene Lehr- und Praxisbuch beschreibt die wichtigsten Berechnungsverfahren für Drehstromnetze in systematischer Fassung.
