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Theory, Algorithms, and Experiments in Applied Optimization

This book celebrates the remarkable contributions of Panos M. Pardalos, offering a comprehensive collection of 19 rigorously peer-reviewed articles that span the breadth of his research interests. From de…

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Subhashis Mallick
Computation, Optimization, and Machine Learning in Seismology

A textbook applying fundamental seismology theories to the latest computational toolsThe goal of computational seismology is to digitally simulate seismic waves, create subsurface models, and match these …

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Ayan Mallik, Saikat Dey
Switching Modulator Optimization in Isolated Power Converters

This book introduces engineering students and practitioners to the theoretical and applied aspects of the optimization of switching modulation techniques in isolated power electronic converters. Recent mo…

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Yan Gao, Qing He
Urban Railway Alignment Optimization: Theory and Practice

This book falls within the field of urban transportation planning and design, with a particular focus on urban railway alignment optimization. It delves into the background, challenges, and objective func…

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Bernd Heidergott, Felisa Vazquez-Abad
Optimization and Learning via Stochastic Gradient Search

An introduction to gradient-based stochastic optimization that integrates theory and implementationThis book explains gradient-based stochastic optimization, exploiting the methodologies of stochastic app…

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Richard Davis, Sam Toan, Weiguo Xie
Chemical Engineering Analysis and Optimization Using MATLAB

Tackle challenging optimization problems with MATLAB^®^ softwareOptimization techniques measure the minimum or maximum value of a given function depending on circumstances, constraints, and key factors. E…

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Optimization in Green Sustainability and Ecological Transition

This book collects selected contributions of the "Optimization and Decision Science - ODS2023" international conference on the theme of optimization in green sustainability and ecological transi…

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Exploring Mathematical Analysis, Approximation Theory, and Optimization

This book compiles research and surveys devoted to the areas of mathematical analysis, approximation theory, and optimization. Being dedicated to A.-M. Legendre's work, contributions to this volume are de…

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Charu C. Aggarwal
Linear Algebra and Optimization for Machine Learning

Preface.- 1 Linear Algebra and Optimization: An Introduction.- 2 Linear Transformations and Linear Systems.- 3 Eigenvectors and Diagonalizable Matrices.- 4 Optimization Basics: A Machine Learning View.- 5…

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Network Games, Artificial Intelligence, Control and Optimization

This book LNCS 16173 constitutes the proceedings of the 12th International Conference on Network Games, Artificial Intelligence, Control and Optimization, NETGCOOP 2025, held in Bilbao, Spain, during Octo…

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Network Games, Artificial Intelligence, Control and Optimization

This book constitutes the proceedings of the 11th International Conference on Network Games, Control and Optimization 2024, NETGCOOP 2024, held during October 9-11, 2024, in Lille, France.The 13 full pape…

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Modeling, Simulation and Optimization of Fluid Dynamic Applications

This book describes recent collaborations combining the expertise of applied mathematicians, engineers and geophysicists within a research training group (RTG) on "Modeling, Simulation and Optimizati…

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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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Prashad
Optimization Algorithms for Machine Learning: Theory and Practice

In the realm of machine learning, optimization algorithms play a pivotal role in refining models for optimal performance. These algorithms, ranging from classic gradient descent to advanced techniques lik…

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Modelling, Computation and Optimization in Information Systems and Management Sciences

This 2-volume set of proceedings contains 62 selected full papers presented at the Fifth International Conference on Modeling, Computation and Optimization in Information Systems and Management Science (M…

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Optimization and Data Science in Industrial Engineering

This volume constitutes the refereed proceedings of the Second International Conference on Optimization and Data Science in Industrial Engineering, ODSIE 2024, held in Istanbul, Turkey, during November 7-…

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Optimization, Discrete Mathematics and Applications to Data Sciences

This book delves into the dynamic intersection of optimization and discrete mathematics, offering a comprehensive exploration of their applications in data sciences. Through a collection of high-quality p…

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Optimization and Data Science in Industrial Engineering

This two-volume set CCIS 2204 and 2205 constitutes the refereed proceedings of the First International Conference on Optimization and Data Science in Industrial Engineering, ODSIE 2023, held in Istanbul, …

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Bo Lijun
New Models And Methods In Dynamic Portfolio Optimization

This book presents some new models and methods in the context of dynamical portfolio optimization. It encapsulates the authors' recent progress in their research on several interesting, featured issues of…

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Sören Jalas
Machine Learning Based Optimization of Laser-Plasma Accelerators

This book explores the application of machine learning-based methods, particularly Bayesian optimization, within the realm of laser-plasma accelerators. The book involves the implementation of Bayesian op…

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