Optimization – alle Bücher und LPs, Seite 4

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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Buch

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 in mind. 4 Wochen

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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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Pablo Druetta, Gustavo Luis Cavallo, Remo Frabotta
Transport by Pipelines and Its Optimization

This textbook introduces pipeline design, one of the most efficient techniques for mass and energy transport available today. The global economy heavily relies on pipelines. However, designing a pipeline …

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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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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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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…

lieferbar ab 13.1.2026.

Buch

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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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 …

lieferbar ab 22.1.2026.

Buch

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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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

.- 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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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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David Müller
Algorithmic Aspects of Discrete Choice in Convex Optimization

This book develops a framework to analyze algorithmic aspects of discrete choice models in convex optimization. The central aspect is to derive new prox-functions from discrete choice surplus functions, w…

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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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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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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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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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Jin Song Dong, Seyedali Mirjalili
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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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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