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Kurt Marti
Stochastic Optimization Methods

This book examines optimization problems that in practice involve random model parameters. It outlines the computation of robust optimal solutions, i.e., optimal solutions that are insensitive to random p…

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Alena Vagaská, Anton Panda, Miroslav Gombár
Optimization Methods in Mathematical Modeling of Technological Processes

This book focuses on selected methods of applied mathematics that are aimed at mathematical optimization, with an emphasis on their application in engineering practice. It delves into the current mathemat…

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Model Optimization Methods for Efficient and Edge AI

Comprehensive overview of the fledgling domain of federated learning (FL), explaining emerging FL methods, architectural approaches, enabling frameworks, and applications Model Optimization Methods for Ef…

lieferbar innerhalb 1-2 Wochen

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Lagouge K. Tartibu
Multi-objective Optimization Techniques in Engineering Applications

This essential book bridges theory and practice, exploring advanced multi-objective optimization methods applied across engineering fields like manufacturing, renewable energy, and thermal management. Thi…

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Stephan Russenschuck
Field Simulation for Accelerator Magnets

A comprehensive reference to the theory and practice of accelerator-magnet design and measurement Particle accelerators have many fundamental and applied research applications in physics, materials scienc…

lieferbar ab 28.5.2025.

2 Bücher

Math Optimization for Artificial Intelligence

Mathematical Methods in the Digital Age -Band 2

This book explains the importance of AI mathematical optimization. It covers AI optimization's fundamental concepts, methodologies, and practical applications in machine learning, automation, NLP, and rea…

lieferbar ab 21.4.2025.

Buch

Darinka Dentcheva, Andrzej Ruszczy¿ski
Risk-Averse Optimization and Control

This book offers a comprehensive presentation of the theory and methods of risk-averse optimization and control. Problems of this type arise in finance, energy production and distribution, supply chain ma…

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Alexander Poznyak, Julio B. Clempner
Optimization and Games for Controllable Markov Chains

This book considers a class of ergodic finite controllable Markov's chains. The main idea behind the method, described in this book, is to develop the original discrete optimization problems (or game mode…

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Jens Jauch
Trajectory optimization based on recursive B-spline approximation for automated longitudinal control of a battery electric vehicle

This work describes a method for weighted least squares approximation of an unbounded number of data points using a B-spline function. The method can shift the bounded B-spline function definition range d…

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Computational Intelligence Applied to Inverse Problems in Radiative Transfer

This book offers a careful selection of studies in optimization techniques based on artificial intelligence, applied to inverse problems in radiative transfer. In this book, the reader will find an in-dep…

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Min Sheng, Jiandong Li, Yan Zhu, Di Zhou
Modeling, Analysis, and Optimization for Space-Ground Integrated Networks

This book delves into the burgeoning field of space-ground integrated networks (SGINs), focusing on the evolution, architecture and application scenarios of large satellite constellations. As global commu…

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Arthur David Snider
Basics of Optimization Theory

This book presents a short introduction to the main tools of optimization methodology including linear programming, steepest descent, conjugate gradients, and the Karush-Kuhn-Tucker-John conditions. Each …

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Critical Information Infrastructures Security

This book constitutes the refereed proceedings of the 18th International Conference on Critical Information Infrastructures Security, CRITIS 2023, held in Helsinki region, Finland, during September 13 15 …

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Juan Moreno Nadales, Teodoro Alamo, Daniel Limon, David Muñoz de la Peña
Optimal Vessel Planning in Natural Inland Waterways

SpringerBriefs in Applied Sciences and Technology

This book is an essential guide to optimal and safe navigation planning in inland waterways. The book s comprehensive coverage includes: In-depth coverage of optimal planning, safety measures and econom…

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Mona Fuhrländer
Design Methods for Reducing Failure Probabilities with Examples from Electrical Engineering

This book deals with efficient estimation and optimization methods to improve the design of electrotechnical devices under uncertainty. Uncertainties caused by manufacturing imperfections, natural materia…

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Dongying Yang, Qing He, Sirong Yi, Honghui Wang
Alignment Optimization in Rail Transit

This book deals with alignment optimization models for planning rail transit. After a general introduction to the basics of alignment optimization theory, it presents different alignment optimization meth…

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N. M. Anoop Krishnan, Ravinder Bhattoo, Hariprasad Kodamana
Machine Learning for Materials Discovery

Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for application…

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Computation-Aware Algorithmic Design for Cyber-Physical Systems

This contributed volume aims to build the foundation of a framework for computationally aware algorithmic design for cyber-physical systems (CPSs), focusing on approaches that take computation into accoun…

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Vladimir Kobelev
Fundamentals of Structural Optimization (II)

This book provides a comprehensive overview of analytical methods for solving optimization problems, covering principles and mathematical techniques alongside numerical solution routines, including MAPLE …

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