High Performance Algorithms and Software in Nonlinear Optimization, Renato de Leone; Almerico Murli; Panos M. Pardalos
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.
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
Автор: Thomas Bartz-Beielstein; Marco Chiarandini; Lu?s P Название: Experimental Methods for the Analysis of Optimization Algorithms ISBN: 364244590X ISBN-13(EAN): 9783642445903 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: With contributions from leaders in the field, this volume assesses the main issues in the experimental analysis of algorithms, examines their developmental cycle, and demonstrates how to configure and tune algorithms with advanced experimental techniques.
Автор: Absil, P.-a. Mahony, Robert Sepulchre, Rodolphe Название: Optimization algorithms on matrix manifolds ISBN: 0691132984 ISBN-13(EAN): 9780691132983 Издательство: Wiley Рейтинг: Цена: 12355.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special structure of such problems to develop efficient numerical algorithms. It is of interest to applied mathematicians, and computer scientists.
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: Giorgio Ausiello; M. Lucertini Название: Analysis and Design of Algorithms in Combinatorial Optimization ISBN: 3211816267 ISBN-13(EAN): 9783211816264 Издательство: Springer Рейтинг: Цена: 12157.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Bringing together contributions and up-to-date research results in this field, this work covers such topics as: scale mixed complimentarity problem solvers; programming methods for large-scale problems; and sparse linear least squares problems in optimization.
Описание: Computational Issues in High Performance Software for Nonlinear Research brings together in one place important contributions and up-to-date research results in this important area.
Описание: Communication has became one of the most dynamical branches of an infrastructure of a modern society. This book contains a unique approach to define the effectiveness of various access strategies depending on real load of different type of calls.
Автор: Sohail Bahmani Название: Algorithms for Sparsity-Constrained Optimization ISBN: 3319377191 ISBN-13(EAN): 9783319377193 Издательство: Springer Рейтинг: Цена: 15672.00 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.
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