Optimization – alle Bücher, Seite 5

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Exploring Optimization Algorithms in Machine Learning: From Theory to Practice

Optimization algorithms in machine learning bridge theoretical foundations with practical applications, crucial for refining model performance. Techniques like gradient descent, stochastic gradient descen…

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Disruptive Technologies and Optimization Towards Industry 4.0 Logistics

This contributed volume guides researchers and practitioners on resource collaborative management of supply chains and manufacturing enterprises within an industrial internet technological environment. Th…

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Data-Driven Diagnostics and Disease Prediction with AI Optimization

Data-Driven Diagnostics and Disease Prediction with AI Optimizationprovides useful insights into model creation, data preparation, and ethical issues for healthcare applications. The book covers all the c…

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Optimization Under Uncertainty in Sustainable Agriculture and Agrifood Industry

This book explores optimization under uncertainty and related applications in agriculture, sustainable supply chains and the agrifood industry. Rapid changes in the primary sector are leading to more and …

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Hamidreza Arasteh
Data-Driven Energy Management and Tariff Optimization in Power Systems

Presents a comprehensive guide to transforming power systems through dataData-Driven Energy Management and Tariff Optimization in Power Systems offers an authoritative examination of how data science is r…

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Optimization and Data Science in Industrial Engineering

This two-volume set CCIS 2204 and 2205 constitutes the refereed proceedings of the First International Conference on Optimization and Data Science in Industrial Engineering, ODSIE 2023, held in Istanbul, …

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Vazgen Melikyan
Machine Learning-based Design and Optimization of High-Speed Circuits

This book describes machine learning-based new principles, methods of design and optimization of high-speed integrated circuits, included in one electronic system, which can exchange information between e…

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Artur Zaporozhets, Viktor Denysov, Vitalii Babak, Mykhailo Kulyk
Structure Optimization of Power Systems with Renewable Energy Sources

This book develops a method for economic-technological forecasting of the optimal functioning and parameters of the energy system. The relevance of this work is determined by current trends and challenges…

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Reliability Analysis and Maintenance Optimization of Complex Systems

This book is a comprehensive guide to methodologies for analyzing reliability and optimizing maintenance in complex systems, spanning from initial design to operational stages. The book comprises 20 chapt…

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Mehdi Hanifzadeh
Optimization for Thermal Design of Shell and Tube Heat Exchangers

A comprehensive guide to ensuring efficient, accurate, and cost-effective design of shell and tube heat exchangers across a variety of industriesEffective thermal design of shell and tube heat exchangers …

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Zhi Feng, Xiwang Dong, Guoqiang Hu, Jinhu Lyu
Resilient Cooperative Control and Optimization of Multi-Agent Systems

Resilient Cooperative Control and Optimization of Multi-Agent Systems addresses various resilient cooperative control and optimization problems of multi-agent systems that are vulnerable to physical failu…

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Erik Cuevas, Angel Chavarin-Fajardo, Cesar Ascencio-Piña, Sonia Garcia-De-Lira
Optimization Strategies: A Decade of Metaheuristic Algorithm Development

This book is to explore the development of metaheuristic algorithms over the past decade, focusing on key advancements in their components and structural features, which have driven progress in search tec…

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Baris Burnak, Nikolaos A. Diangelakis, Efstratios N. Pistikopoulos
Integrated Process Design and Operational Optimization via Multi-parametric Programming

Synthesis Lectures on Engineering, Science, and Technology

This book presents a comprehensive optimization based theory and framework that exploits the synergistic interactions and tradeoffs between process design and operational decisions that span different tim…

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Boris S. Mordukhovich
Second-Order Variational Analysis in Optimization, Variational Stability, and Control

This fundamental work is a sequel to monographs by the same author: Variational Analysis and Applications (2018) and the two Grundlehren volumes Variational Analysis and Generalized Differentiation: I Bas…

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Design and Optimization of Mobile Robotics for Industry 5.0

Harness the future of automation with this comprehensive guide, offering an in-depth look at how next-generation mobile robotics are driving the transition to a human-centered and sustainable Industry 5.0…

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Jimmy Chhor
Cyclic Procedure Model for the Continuous Optimization of Digital Business Processes

Digital processes drive an organization's digital transformation. Core business exhibit a high digital maturity, whereas support processes often receive less attention despite their essential role. This r…

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Advances in Data Science and Optimization of Complex Systems

This proceeding set contains 81 selected full papers presented at the International Conference on Applied Mathematics and Computer Science (ICAMCS 2024), which was held on December 20-21, 2024 in Hanoi, V…

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Advances in Data Science and Optimization of Complex Systems

.- Investigation of the modeling capability of Kolomogrov Arnold network for part quality prediction in machining.- Enhancing Taxonomy Construction via Sentence Embedding Models Trained with LLM-Generated…

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Vyacheslav G. Petukhov, Alexander S. Filatyev
Through Optimization of Aerospace Vehicle Trajectories by the Pontryagin Maximum Principle

This monograph investigates the trajectory optimization problems of low- and finite-thrust aerospace vehicles and spacecraft using an indirect method based on the Pontryagin maximum principle, providing a…

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Paolo D'Alessandro
On Range Space Techniques, Convex Cones, Polyhedra and Optimization in Infinite Dimensions

.- Introduction..- Basic Facts of Set Theory..- Linear Spaces..- Rudiments of General Topology..- Filters: the Fifth Equivalence..- Hahn Banach andSeparation Theorems..- Locally Convex and Barrelled Space…

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