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Learning and Intelligent Optimization

This book constitutes the refereed proceedings of the 18th International Conference on Learning and Intelligent Optimization, LION 18, held in Ischia Island, Italy, in June 2024.The 31 full papers and 4 s…

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Nikolaos Kladovasilakis, Dimitrios Tzetzis, Konstantinos Tsongas
Innovations in Topology Optimization

This book is a practical guide to the topology optimization process. It explains the fundamental theoretical underpinnings of topology optimization techniques andcovers hands-on implementation. The book a…

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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 applicationsModel Optimization Methods for Eff…

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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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Saeid Mohammadzadeh Bina
Ground Source Heat Pump Systems for Renewable Heating and Cooling: Design, Numerical Modeling, and Optimization

Ground Source Heat Pump Systems for Renewable Heating and Cooling: Design, Numerical Modeling, and Optimization presents a comprehensive account of GSHP systems and their potential for renewable heating a…

lieferbar ab 1.7.2026.

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Integer Programming and Combinatorial Optimization

This book constitutes the refereed proceedings of the 25th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2024, held in Wroc¿aw, Poland, during July 3¿5, 2024.The 33 …

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Frederik Rehbach
Enhancing Surrogate-Based Optimization Through Parallelization

This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-…

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Marty Moran
Plant Optimization in the Process Industries

Optimize asset decisions and improve the financial and technical operation of process plantsThe process industries, particularly the refining and petrochemical industries, are comprised of capital-intensi…

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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 …

lieferbar ab 5.8.2025.

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Algebra, Analysis, Modelling and Optimization

This volume features selected papers presented at the first French-Moroccan Mathematics Days (F2MDays'23) held at the Abdelmalek Essaadi University, Morocco 2023. During these days, a variety of scientifi…

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Evolutionary Computation in Combinatorial Optimization

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Erik Cuevas, Julio Cesar Rosas Caro, Alma Rodriguez, Paulina González Ayala
Optimization in Industrial Engineering

This textbook provides readers with a comprehensive exploration of optimization techniques in industrial engineering, with a specific focus on the Economic Order Quantity (EOQ) problem. It strikes a uniqu…

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Andrzej Ruszczy¿ski, Darinka Dentcheva
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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Hesham K. Alfares
Applied Optimization in the Petroleum Industry

The book addresses optimization in the petroleum industry from a practical, large-scale-application-oriented point of view. The models and techniques presented help to optimize the limited resources in th…

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Giulio Ferro, Michela Robba, Luca Parodi, Riccardo Minciardi
Optimization of Electric-Vehicle Charging

This book provides models and methods for the optimal management of electrical vehicles through an interdisciplinary approach that brings together knowledge from the sectors of transportation, manufacturi…

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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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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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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…

lieferbar ab 7.10.2025.

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Saikat Dey, Ayan Mallik
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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Alessandro Zocca, Jeffrey C. Kantor, Joaquim A. S. Gromicho, Krzysztof Postek
Hands-On Mathematical Optimization with Python

"A hands-on Python-based guide to mathematical optimization for undergraduates and graduates in applied math, industrial engineering and operations research programs, as well as practitioners in rela…

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