Implicit Filtering

Implicit Filtering

Author: C. T. Kelley

Publisher: SIAM

Published: 2011-09-29

Total Pages: 171

ISBN-13: 1611971896

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A description of the implicit filtering algorithm, its convergence theory and a new MATLAB® implementation.


Iterative Methods for Optimization

Iterative Methods for Optimization

Author: C. T. Kelley

Publisher: SIAM

Published: 1999-01-01

Total Pages: 184

ISBN-13: 0898714338

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a carefully selected group of methods for unconstrained and bound constrained optimization problems is analyzed in depth both theoretically and algorithmically. The book focuses on clarity in algorithmic description and analysis rather than generality, and also provides pointers to the literature for the most general theoretical results and robust software,


System Modeling and Optimization XX

System Modeling and Optimization XX

Author: E.W. Sachs

Publisher: Springer

Published: 2013-03-14

Total Pages: 334

ISBN-13: 0387356991

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System Modeling and Optimization XX deals with new developments in the areas of optimization, optimal control and system modeling. The themes range across various areas of optimization: continuous and discrete, numerical and analytical, finite and infinite dimensional, deterministic and stochastic, static and dynamic, theory and applications, foundations and case studies. Besides some classical topics, modern areas are also presented in the contributions, including robust optimization, filter methods, optimization of power networks, data mining and risk control. This volume contains invited and selected papers from presentations at the 20th IFIP TC7 Conference on System Modeling and Optimization, which took place at the University of Trier, Germany from July 23 to 27, 2001, and which was sponsored by the International Federation for Information Processing (IFIP).


Quality and Reliability of Large-Eddy Simulations II

Quality and Reliability of Large-Eddy Simulations II

Author: Maria Vittoria Salvetti

Publisher: Springer Science & Business Media

Published: 2010-11-03

Total Pages: 442

ISBN-13: 9400702310

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The second Workshop on "Quality and Reliability of Large-Eddy Simulations", QLES2009, was held at the University of Pisa from September 9 to September 11, 2009. Its predecessor, QLES2007, was organized in 2007 in Leuven (Belgium). The focus of QLES2009 was on issues related to predicting, assessing and assuring the quality of LES. The main goal of QLES2009 was to enhance the knowledge on error sources and on their interaction in LES and to devise criteria for the prediction and optimization of simulation quality, by bringing together mathematicians, physicists and engineers and providing a platform specifically addressing these aspects for LES. Contributions were made by leading experts in the field. The present book contains the written contributions to QLES2009 and is divided into three parts, which reflect the main topics addressed at the workshop: (i) SGS modeling and discretization errors; (ii) Assessment and reduction of computational errors; (iii) Mathematical analysis and foundation for SGS modeling.


Noisy Optimization With Evolution Strategies

Noisy Optimization With Evolution Strategies

Author: Dirk V. Arnold

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 162

ISBN-13: 1461511054

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Noise is a common factor in most real-world optimization problems. Sources of noise can include physical measurement limitations, stochastic simulation models, incomplete sampling of large spaces, and human-computer interaction. Evolutionary algorithms are general, nature-inspired heuristics for numerical search and optimization that are frequently observed to be particularly robust with regard to the effects of noise. Noisy Optimization with Evolution Strategies contributes to the understanding of evolutionary optimization in the presence of noise by investigating the performance of evolution strategies, a type of evolutionary algorithm frequently employed for solving real-valued optimization problems. By considering simple noisy environments, results are obtained that describe how the performance of the strategies scales with both parameters of the problem and of the strategies considered. Such scaling laws allow for comparisons of different strategy variants, for tuning evolution strategies for maximum performance, and they offer insights and an understanding of the behavior of the strategies that go beyond what can be learned from mere experimentation. This first comprehensive work on noisy optimization with evolution strategies investigates the effects of systematic fitness overvaluation, the benefits of distributed populations, and the potential of genetic repair for optimization in the presence of noise. The relative robustness of evolution strategies is confirmed in a comparison with other direct search algorithms. Noisy Optimization with Evolution Strategies is an invaluable resource for researchers and practitioners of evolutionary algorithms.


Conceptual Design of Structures

Conceptual Design of Structures

Author: Pierluigi D'Acunto

Publisher: Birkhäuser

Published: 2024-04-22

Total Pages: 224

ISBN-13: 3035628890

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Most of the embodied energy can be saved in the load-bearing structure! Conceptual Design of Structures is working at the interface between structural engineering, architecture, and art. The book seeks to answer the complex question of what needs to be considered when conceiving a building structure. What influences the process of conceptual thinking? How do space and structure interact? In what ways do architects and engineers work together? The book thus sheds light on the topic of multidisciplinary interrelationships in design, showing numerous different perspectives. Renowned practitioners and researchers from architecture and engineering share their insights, as do artists and historians who cross the disciplinary boundaries. Furthermore, this book also provides an outlook on possible future developments and aspects of sustainable design and construction. Bridging practice, academic, and research Holistic perspectives through contributors from different disciplines Numerous essays, interviews and project reviews provide direct insights Selected works from engineering, architecture, and art


Proceedings Of The Third Asian Mathematical Conference 2000

Proceedings Of The Third Asian Mathematical Conference 2000

Author: Lo Yang

Publisher: World Scientific

Published: 2002-04-04

Total Pages: 633

ISBN-13: 9814488585

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This proceedings volume contains 55 research and expository articles on a wide range of currently active and interesting areas in pure and applied mathematics. The research articles report on the current research accomplishments and the significance of the results. Every expository article aims to make the subject interesting by including the state of the subject, description and motivation of the problems, the relevance of the results, and open problems for future research directions. This book serves as a good reference not only for researchers but also for graduate students.


Computational Simulations and Applications

Computational Simulations and Applications

Author: Jianping Zhu

Publisher: BoD – Books on Demand

Published: 2011-10-26

Total Pages: 576

ISBN-13: 9533074302

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The purpose of this book is to introduce researchers and graduate students to a broad range of applications of computational simulations, with a particular emphasis on those involving computational fluid dynamics (CFD) simulations. The book is divided into three parts: Part I covers some basic research topics and development in numerical algorithms for CFD simulations, including Reynolds stress transport modeling, central difference schemes for convection-diffusion equations, and flow simulations involving simple geometries such as a flat plate or a vertical channel. Part II covers a variety of important applications in which CFD simulations play a crucial role, including combustion process and automobile engine design, fluid heat exchange, airborne contaminant dispersion over buildings and atmospheric flow around a re-entry capsule, gas-solid two phase flow in long pipes, free surface flow around a ship hull, and hydrodynamic analysis of electrochemical cells. Part III covers applications of non-CFD based computational simulations, including atmospheric optical communications, climate system simulations, porous media flow, combustion, solidification, and sound field simulations for optimal acoustic effects.