Optimization – alle Bücher und LPs, Seite 2

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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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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Ari-Pekka Perkkiö, Teemu Pennanen
Convex Stochastic Optimization

This book studies a general class of convex stochastic optimization (CSO) problems that unifies many common problem formulations from operations research, financial mathematics and stochastic optimal cont…

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

This book offers as exploration into the emerging field of Inverse Combinatorial Optimization Problems (ICOPs), a transformative area within operations research. As traditional optimization focuses on max…

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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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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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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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Data Analysis and Optimization

This book presents the state-of-the-art in the emerging field of data science and includes models for layered security with applications in the protection of sites¿such as large gathering places¿through h…

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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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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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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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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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Oliver Stein
Basic Concepts of Nonlinear Optimization

This textbook is an introduction to nonlinear optimization, which treats mathematical concepts stringently on the one hand, but also motivates them in great detail and illustrates them with 42 figures. Th…

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Moshe Haviv
Continuous Optimization For Data Science

The text is divided into three main parts: unconstrained optimization, constrained optimization, and linear programming. The first part addresses unconstrained optimization in single-variable and multivar…

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Ton Serné, Ralph Pütz
Race Car Handling Optimization

This book gives a very clear description of the calculation of the magic numbers regarding roll, roll resistance, load transfer and total wheel load. The reader will first learn to measure his racing car …

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Dieter Gerber
Optimization techniques for electrical machines

electromechanical devices in power generation and drive systems. It highlights the importance of improving the performance and energy efficiency of electrical machines, which consume a significant portion…

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Oliver Stein
Basic Concepts of Global Optimization

This textbook is an introduction to global optimization, which treats mathematical facts stringently on the one hand, but also motivates them in great detail and illustrates them with 80 figures. The book…

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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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