Optimizations – alle Bücher und LPs, Seite 6

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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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Brent R. Bielefeldt, Darren J. Hartl, Marcelo H. Kobayashi
Topology Optimization via L-Systems and Genetic Algorithms

Providing a succinct overview of Lindenmayer system (L-system) topology optimization, this book focuses on the methods and theory underlying this novel bioinspired approach. Starting from basic principles…

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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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Evgeny Rubinovich, Boris Miller
Optimization of Dynamical Systems with Impulse Controls and Shocks

This text explores the state-of-the-art in the rapidly developing theory of impulse control and introduces the theory of singular space-time transformations, a new method for studying shock mechanical sys…

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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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Integrating Metaheuristics in Computer Vision for Real-World Optimization Problems

A comprehensive book providing high-quality research addressing challenges in theoretical and application aspects of soft computing and machine learning in image processing and computer vision.Researchers…

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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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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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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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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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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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Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

This book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent a…

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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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Erik Cuevas, Sonia Garcia-De-Lira, Cesar Ascencio-Piña, Angel Chavarin-Fajardo
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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Min Sheng, Jiandong Li, Yan Zhu, Di Zhou
Modeling, Analysis, and Optimization for Space-Ground Integrated Networks

This book delves into the burgeoning field of space-ground integrated networks (SGINs), focusing on the evolution, architecture and application scenarios of large satellite constellations. As global commu…

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Hasmat Malik, Amit Kumar Yadav, Majed A. Alotaibi
Intelligent Data Analytics for Solar Energy Prediction and Forecasting: Advances in Resource Assessment and Pv Systems Optimization

Intelligent Data Analytics for Solar Energy Prediction and Forecasting: Advances in Resource Assessment and PV Systems Optimization explores the utilization of advanced neural networks, machine learning a…

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Francky Catthoor, Hsiao-Hsuan Liu
Circuit-Technology Co-Optimization of SRAM Design in Advanced CMOS Nodes

Modern computing engines-CPUs, GPUs, and NPUs-require extensive SRAM for cache designs, driven by the increasing demand for higher density, performance, and energy efficiency. This book delves into two pr…

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Mathematical Optimization Theory and Operations Research: Recent Trends

This book constitutes the revised selected papers from the 23rd International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2024, held in Omsk, Russia from June 30 to July …

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Modeling and Optimization of Signals Using Machine Learning Techniques

Explore the power of machine learning to revolutionize signal processing and optimization with cutting-edge techniques and practical insights in this outstanding new volume from Scrivener Publishing.Model…

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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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