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Libor Peka¿
Optimization: An Introduction

This book covers analytic methods to solve one-dimensional and multi-dimensional problems with or without possible constraints, iterative numerical techniques based on the gradient calculation or its esti…

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Math Optimization for Artificial Intelligence

Mathematical Methods in the Digital Age - Band 2

The book presents powerful optimization approaches for integrating AI into daily life. This book explores how heuristic and metaheuristic methodologies have revolutionized the fields of robotics and machi…

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Dany Cajas
Advanced Portfolio Optimization

This book is an innovative and comprehensive guide that provides readers with the knowledge about the latest trends, models and algorithms used to build investment portfolios and the practical skills nece…

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Qinian Jin
Lectures on Nonsmooth Optimization

This book provides an in-depth exploration of nonsmooth optimization, covering foundational algorithms, theoretical insights, and a wide range of applications. Nonsmooth optimization, characterized by non…

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Data Science and Optimization

Fields Institute Communications - Band 91

Data science and optimization are increasingly intertwined as both focus on developing computational and methodological approaches to tackling large and otherwise complex datasets. Optimization is primari…

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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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Weifei Hu
Design Optimization Under Uncertainty

Basic Concepts of Probability Theory .- Uncertainty Modeling .- Reliability Analysis Methods for Time-Independent Problems .- Surrogate Modeling for Reliability Analysis.- Model verification and validatio…

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Manjunath Patel G. C., Ajith B. S., Olusegun David Samuel, Arun Kumar Shettigar
Biofuel Production, Performance, and Emission Optimization

This book explores the urgent quest for sustainable energy solutions by examining potential renewable energy sources that meet global demands. As fossil fuels deplete at an alarming rate, this book addres…

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Reliability Assessment and Optimization of Complex Systems

Reliability Assessment and Optimization of Complex Systems delves into a range of tools and techniques for designing optimized complex systems. Each chapter explores system modeling and the implementation…

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Optimization and Learning

This book constitutes the refereed proceedings of the 7th International Conference on Optimization and Learning, OLA 2024, held in Dubrovnik, Croatia, during May 13-15, 2024.The 24 full papers presented h…

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Secure Energy Optimization

Secure Energy Optimization: Leveraging Internet of Things and Artificial Intelligence for Enhanced Efficiency is essential for anyone looking to navigate the transformative landscape of energy management,…

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Optimization in Sustainable Energy

This state-of-the-art book offers cutting-edge optimization techniques and practical decision-making frameworks essential for enhancing the efficiency and reliability of sustainable energy systems, making…

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Geometry and Non-Convex Optimization

This book offers a comprehensive exploration of the dynamic intersection between geometry and optimization. It delves into the intricate study of Hermite-Hadamard inequalities, Hilbert type integral inequ…

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Piernicola Bettiol, Richard B. Vinter
Principles of Dynamic Optimization

Preface.- Overview.- Set Convergence, Measurability, and Existence of Minimizers.- Variational Principles.- Nonsmooth Analysis.- Subdifferential Calculus.- Differential Inclusions.- The Maximum Principle.…

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Optimization and Applications

This book constitutes the refereed proceedings of the 15th International Conference on Optimization and Applications, OPTIMA 2024, held in Petrovac, Montenegro, during September 16-20, 2024.The 24 full pa…

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Optimization, Simulation and Control

This volume gathers selected, peer-reviewed works presented at the 7th International Conference on Optimization, Simulation and Control, ICOSC 2022, held at the National University of Mongolia, Ulaanbaata…

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Polynomial Optimization, Moments, and Applications

Polynomial optimization is a fascinating field of study that has revolutionized the way we approach nonlinear problems described by polynomial constraints. The applications of this field range from produc…

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Vladimir Kobelev
Fundamentals of Structural Optimization

This book serves as a complementary resource to the courses "Advanced structural optimization" and "Structural optimization in automotive engineering" taught by the author at the Unive…

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Marek Galewski
Basics of Nonlinear Optimization

This textbook gives an introduction to optimization tools which arise around the Weierstrass theorem about the minimum of a lower semicontinuous function. Starting from a Euclidean space, it moves further…

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Xiucui Guan, Panos M. Pardalos, Binwu Zhang
Inverse Combinatorial Optimization Problems

Preface.- Part I. An Introduction to Inverse Combinatorial Optimization Problems.- An Outline of Inverse Combinatorial Optimization Problems.- Generalized Inverse Bottleneck Optimization Problems.- Genera…

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