Stochastic Optimization – alle Bücher

Ihre Suche nach "Stochastic optimization" ergab 6 Treffer

Kurt Marti

Stochastic Optimization Methods

This book examines optimization problems that in practice involve random model parameters. It outlines the computation of robust optimal solutions, i.e., optimal solutions that are insensitive to random p…

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Rosario Toscano

Solving Optimization Problems with the Heuristic Kalman Algorithm

Springer Optimization and Its Applications -Band 212

This text focuses on simple and easy-to-use design strategies for solving complex engineering problems that arise in several fields of engineering design, namely non-convex optimization problems. The mai…

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Wolf Gereon Wedel

Energy Systems Optimization Considering the Uncertainty of Future Developments

In light of anthropogenic climate change and the importance of energy to ensure high living standards, energy system optimization is used to explore different energy system layouts. A recent focus has bee…

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Mathematical Optimization Theory and Operations Research: Recent Trends

Communications in Computer and Information Science -Band 1881

This book constitutes refereed proceedings of the 22nd International Conference on Mathematical Optimization Theory and Operations Research: Recent Trends, MOTOR 2023, held in Ekaterinburg, Russia, during…

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Gauri Joshi

Optimization Algorithms for Distributed Machine Learning

Synthesis Lectures on Learning, Networks, and Algorithms

This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The book first introduces stochastic gradient descent (SGD) a…

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Models and Methods for Biological Evolution

Biological evolution is the phenomenon concerning how species are born, are transformed or disappear over time. Its study relies on sophisticated methods that involve both mathematical modeling of the bio…

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