Algorithms for Sparsity-Constrained Optimization, Sohail Bahmani
Название: Network optimization problems : algorithms, applications and complexity ISBN: 9810212771 ISBN-13(EAN): 9789810212773 Издательство: World Scientific Publishing Рейтинг: Цена: 16188.00 р. 23126.00-30% Наличие на складе: Есть (1 шт.) Описание: The purpose of this book is to cover a spectrum of developments in network optimization problems, from linear networks to general nonconvex network flow problems.
Автор: Bahmani, Sohail Название: Algorithms for sparsity-constrained optimization ISBN: 3319018809 ISBN-13(EAN): 9783319018805 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This thesis presents a wholly new technique in the structural analysis of data that uses a `greedy` algorithm to derive optimal sparse solutions, enabling faster and more accurate results in formerly problematic areas of machine learning and signal processing.
Автор: Franco Giannessi Название: Constrained Optimization and Image Space Analysis ISBN: 1441937595 ISBN-13(EAN): 9781441937599 Издательство: Springer Рейтинг: Цена: 23058.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constrained Optimization and Image Space Analysis unites his results and presents optimization theory and variational inequalities in their light.It presents a new approach to the theory of constrained extremum problems, including Mathematical Programming, Calculus of Variations and Optimal Control Problems.
Автор: Tobias Schwedes; David A. Ham; Simon W. Funke; Mat Название: Mesh Dependence in PDE-Constrained Optimisation ISBN: 3319594826 ISBN-13(EAN): 9783319594828 Издательство: Springer Рейтинг: Цена: 7685.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This book provides an introduction to PDE-constrained optimisation using finite elements and the adjoint approach. The practical impact of the mathematical insights presented here are demonstrated using the realistic scenario of the optimal placement of marine power turbines, thereby illustrating the real-world relevance of best-practice Hilbert space aware approaches to PDE-constrained optimisation problems.
Many optimisation problems that arise in a real-world context are constrained by partial differential equations (PDEs). That is, the system whose configuration is to be optimised follows physical laws given by PDEs. This book describes general Hilbert space formulations of optimisation algorithms, thereby facilitating optimisations whose controls are functions of space. It demonstrates the importance of methods that respect the Hilbert space structure of the problem by analysing the mathematical drawbacks of failing to do so. The approaches considered are illustrated using the optimisation problem arising in tidal array layouts mentioned above.
This book will be useful to readers from engineering, computer science, mathematics and physics backgrounds interested in PDE-constrained optimisation and their real-world applications.
Описание: This book presents and develops new reinforcement learning methods that enable fast and robust learning on robots in real-time. It presents a novel model-based reinforcement learning algorithm.
Описание: This book presents and develops new reinforcement learning methods that enable fast and robust learning on robots in real-time. It presents a novel model-based reinforcement learning algorithm.
Автор: Arno Sprecher Название: Resource-Constrained Project Scheduling ISBN: 354057834X ISBN-13(EAN): 9783540578345 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Examining the problems of project scheduling under resource constraints, this study presents solution procedures for a broad class of performance measures and objectives. An algorithm for the generation of problem instances is described.
Автор: Robert Klein Название: Scheduling of Resource-Constrained Projects ISBN: 1461370930 ISBN-13(EAN): 9781461370932 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The ability to manage projects where resources must be allocated between concurrent projects or even sub-activities of a single project requires the use of commercial project management software packages.
Автор: Robert Klein Название: Scheduling of Resource-Constrained Projects ISBN: 079238637X ISBN-13(EAN): 9780792386377 Издательство: Springer Рейтинг: Цена: 40389.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Managing projects where resources must be allocated between concurrent projects or even sub-activities of a single project requires the commercial project management software packages. This text describes efficient procedures, which can be integrated into software packages.
Описание: Classical optimization methodologies fall short in very large and complex domains. In this book is suggested a different approach to optimization, an approach which is based on the 'blind' and heuristic mechanisms of evolution and population genetics. The genetic approach to optimization introduces a new philosophy to optimization in general, but particularly to engineering. By introducing the 'genetic' approach to robot trajectory generation, much can be learned about the adaptive mechanisms of evolution and how these mechanisms can solve real world problems. It is suggested further that optimization at large may benefit greatly from the adaptive optimization exhibited by natural systems when attempting to solve complex optimization problems, and that the determinism of classical optimization models may sometimes be an obstacle in nonlinear systems.This book is unique in that it reports in detail on an application of genetic algorithms to a real world problem, and explains the considerations taken during the development work. Futhermore, it addresses robotics in two new aspects: the optimization of the trajectory specification which has so far been done by human operators and has not received much attention for both automation and optimization, and the introduction of a heuristic strategy to a field predominated by deterministic strategies.Request Inspection Copy
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