Optimization – alle Bücher und LPs, Seite 3

Complex Engineering Systems - Modeling and Optimization

Applications of Mathematics in Engineering and Information Sciences

Complex Engineering Systems - Modeling and Optimization offers an in-depth exploration of the foundational principles, advanced methodologies, and interdisciplinary applications essential for understandin…

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Krzysztof Postek, Alessandro Zocca, Joaquim A. S. Gromicho
Hands-On Mathematical Optimization with Python

This practical guide to optimization combines mathematical theory with hands-on coding examples to explore how Python can be used to model problems and obtain the best possible solutions. Presenting a bal…

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Evolutionary Computation in Combinatorial Optimization

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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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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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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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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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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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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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Optimization, Learning Algorithms and Applications

The two-volume set CCIS 2617 and 2618 constitutes the refereed post-conference proceedings of the 5th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2025, held in Ses…

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Optimization, Learning Algorithms and Applications

.- Optimization in the SDG context. .- Application of Continuous and Periodic Review Models to Optimize Inventory Management in Dynamic Demand Scenarios. .- Social Context in Fake News Diffusion. .- Integ…

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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…

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Analysis, Approximation, Optimization: Computation and Applications

Part I Introduction.- Chapter 1 The Life Path and Scientific Career of Academician Professor Gradimir V. Milovanovic.- Part II Contributed Chapters.- Chapter 2 Shift-Invariant Subspaces of Sobolev Spaces …

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Feng Pan, Qi Gao, Xiao-Xue Feng, Wei-Xing Li
Particle Swarm Optimizer and Multi-Objective Optimization

This book provides a comprehensive overview of the foundational attributes of the Particle Swarm Optimization(PSO) algorithm, including general descriptions, topological structures, evaluation metrics, an…

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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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Rosario Toscano
Solving Optimization Problems with the Heuristic Kalman Algorithm

1 Introduction.- 2 Stochastic Optimization Methods.- 3 Heuristic Kalman Algorithm.- 4 Some Notions on System Modeling.- 5 Robust Control of Uncertain Parametric Systems.- 6 Preventive Maintenance.- 7 Mach…

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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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AI for Design and Optimization of Cellular Networks

Vital information on AI, ML, and 5G, and implementing these topics for cellular network design and optimization AI for Design and Optimization of Cellular Networks focuses on the intersection of cellular …

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Ai-Based Advanced Optimization Techniques for Edge Computing

The book offers cutting-edge insights into AI-driven optimization algorithms and their crucial role in enhancing real-time applications within fog and Edge IoT networks and addresses current challenges an…

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