Optimisation – alle Bücher, Seite 4

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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Hussam Elddin Nabeih Khasawneh
Application of Various Optimization Methods

With the increase in the price of energy carriers and the energy crisis since the beginning of the seventies, as well as the high energy consumption in the industrial sector, energy saving in industries, …

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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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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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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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Mathematical Optimization Theory and Operations Research

This book LNCS 15681 constitutes the refereed proceedings of the 24th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2025, held in Novosibirsk, Russia, during …

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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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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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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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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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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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Seyedali Mirjalili, Jin Song Dong
Multi-Objective Optimization using Artificial Intelligence Techniques

This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential defini…

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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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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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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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Optimization, Learning Algorithms and Applications

This two-volume set, CCIS 2280 and CCIS 2281, constitutes the proceedings of the 4th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2024, held in Tenerife, Spain, in …

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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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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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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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Optimization, Learning Algorithms and Applications

This two-volume set, CCIS 2280 and CCIS 2281, constitutes the proceedings of the 4th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2024, held in Tenerife, Spain, in …

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