Visualization And Optimization Techniques

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Advances in Visualization and Optimization Techniques for Multidisciplinary Research

Author : Dean Vucinic
Publisher : Springer Nature
ISBN 13 : 9811398062
Total Pages : 363 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Advances in Visualization and Optimization Techniques for Multidisciplinary Research by : Dean Vucinic

Download or read book Advances in Visualization and Optimization Techniques for Multidisciplinary Research written by Dean Vucinic and published by Springer Nature. This book was released on 2019-09-27 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents several multidisciplinary approaches to the visual representation of data acquired from experiments. As an expansion of these approaches, it is also possible to include data examination generated by mathematical-physical modeling. Imaging Systems encompass any subject related to digital images, from fundamental requirements for a correct image acquisition to computational algorithms that make it possible to obtain relevant information for image analysis. In this context, the book presents selected contributions of a special session at the Conference on Advanced Computational Engineering and Experimenting (ACE-X) 2016.

Visualization and Optimization

Author : Christopher V. Jones
Publisher : Springer Science & Business Media
ISBN 13 : 1461541212
Total Pages : 436 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Visualization and Optimization by : Christopher V. Jones

Download or read book Visualization and Optimization written by Christopher V. Jones and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book arose out of an invited feature article on visualization and opti mization that appeared in the ORSA Journal on Computing in 1994. That article briefly surveyed the current state of the art in visualization as it ap plied to optimization. In writing the feature article, it became clear that there was much more to say. Apparently others agreed, and thus this book was born. The book is targeted primarily towards the optimization community rather than the visualization community. Although both optimization and visualization both seek to help people understand complex problems, prac titioners in one field are generally unaware of work in the other field. Given the common goals of the respective fields, it seemed fruitful to consider how each can contribute to the other. One might argue that this book should not be focused specifically on optimization but on decision making in general. Perhaps, but it seems that there is sufficient material to create a book targeted specifically to optimization. Certainly many of the ideas presented in the book are appli cable to other areas, including computer simulation, decision theory and stochastic modeling. Another book could discuss the use of visualization in these areas.

Multidimensional Data Visualization

Author : Gintautas Dzemyda
Publisher : Springer Science & Business Media
ISBN 13 : 1441902368
Total Pages : 262 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Multidimensional Data Visualization by : Gintautas Dzemyda

Download or read book Multidimensional Data Visualization written by Gintautas Dzemyda and published by Springer Science & Business Media. This book was released on 2012-11-08 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent developments in multidimensional data visualization, presenting both new methods and modifications on classic techniques. Throughout the book, various applications of multidimensional data visualization are presented including its uses in social sciences (economy, education, politics, psychology), environmetrics, and medicine (ophthalmology, sport medicine, pharmacology, sleep medicine). The book provides recent research results in optimization-based visualization. Evolutionary algorithms and a two-level optimization method, based on combinatorial optimization and quadratic programming, are analyzed in detail. The performance of these algorithms and the development of parallel versions are discussed. The utilization of new visualization techniques to improve the capabilies of artificial neural networks (self-organizing maps, feed-forward networks) is also discussed. The book includes over 100 detailed images presenting examples of the many different visualization techniques that the book presents. This book is intended for scientists and researchers in any field of study where complex and multidimensional data must be represented visually.

Visualization and Optimization Techniques

Author : Yair Censor
Publisher : SPIE-International Society for Optical Engineering
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Visualization and Optimization Techniques by : Yair Censor

Download or read book Visualization and Optimization Techniques written by Yair Censor and published by SPIE-International Society for Optical Engineering. This book was released on 2001 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt:

GPU-Based Interactive Visualization Techniques

Author : Daniel Weiskopf
Publisher : Springer Science & Business Media
ISBN 13 : 3540332634
Total Pages : 318 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis GPU-Based Interactive Visualization Techniques by : Daniel Weiskopf

Download or read book GPU-Based Interactive Visualization Techniques written by Daniel Weiskopf and published by Springer Science & Business Media. This book was released on 2006-10-13 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents efficient visualization techniques, a prerequisite for the interactive exploration of complex data sets. High performance is demonstrated as a process of devising algorithms for the fast graphics processing units (GPUs) of modern graphics hardware. Coverage includes parallelization on cluster computers with several GPUs, adaptive rendering methods, and non-photorealistic rendering techniques for visualization.

Numerical Optimization

Author : Jorge Nocedal
Publisher : Springer Science & Business Media
ISBN 13 : 0387400656
Total Pages : 686 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Numerical Optimization by : Jorge Nocedal

Download or read book Numerical Optimization written by Jorge Nocedal and published by Springer Science & Business Media. This book was released on 2006-12-11 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization is an important tool used in decision science and for the analysis of physical systems used in engineering. One can trace its roots to the Calculus of Variations and the work of Euler and Lagrange. This natural and reasonable approach to mathematical programming covers numerical methods for finite-dimensional optimization problems. It begins with very simple ideas progressing through more complicated concepts, concentrating on methods for both unconstrained and constrained optimization.

Topology-based Methods in Visualization

Author : Helwig Hauser
Publisher : Springer Science & Business Media
ISBN 13 : 3540708235
Total Pages : 221 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Topology-based Methods in Visualization by : Helwig Hauser

Download or read book Topology-based Methods in Visualization written by Helwig Hauser and published by Springer Science & Business Media. This book was released on 2007-05-24 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents 13 peer-reviewed papers as written results from the 2005 workshop "Topology-Based Methods in Visualization" that was initiated to enable additional stimulation in this field. It contains a survey of the state-of-the-art, as well original work by leading experts that has not been published before, spanning both theory and applications. It captures key concepts and novel ideas and serves as an overview of current trends in its subject.

Optimization Techniques And Applications: International Conference (In 2 Volumes)

Author : F S Chou
Publisher : World Scientific
ISBN 13 : 9814554561
Total Pages : 1264 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Optimization Techniques And Applications: International Conference (In 2 Volumes) by : F S Chou

Download or read book Optimization Techniques And Applications: International Conference (In 2 Volumes) written by F S Chou and published by World Scientific. This book was released on 1992-05-25 with total page 1264 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advent of powerful computers and novel mathematical programming techniques, the multidisciplinary field of optimization has advanced to the stage that quite complicated systems can be addressed. The conference was organized to provide a platform for the exchanging of new ideas and information and for identifying areas for future research. The contributions covered both theoretical techniques and a rich variety of case studies to which optimization can be usefully applied.

Data Visualization

Author : Frits H. Post
Publisher : Springer Science & Business Media
ISBN 13 : 1461511771
Total Pages : 445 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Data Visualization by : Frits H. Post

Download or read book Data Visualization written by Frits H. Post and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data visualization is currently a very active and vital area of research, teaching and development. The term unites the established field of scientific visualization and the more recent field of information visualization. The success of data visualization is due to the soundness of the basic idea behind it: the use of computer-generated images to gain insight and knowledge from data and its inherent patterns and relationships. A second premise is the utilization of the broad bandwidth of the human sensory system in steering and interpreting complex processes, and simulations involving data sets from diverse scientific disciplines and large collections of abstract data from many sources. These concepts are extremely important and have a profound and widespread impact on the methodology of computational science and engineering, as well as on management and administration. The interplay between various application areas and their specific problem solving visualization techniques is emphasized in this book. Reflecting the heterogeneous structure of Data Visualization, emphasis was placed on these topics: -Visualization Algorithms and Techniques; -Volume Visualization; -Information Visualization; -Multiresolution Techniques; -Interactive Data Exploration. Data Visualization: The State of the Art presents the state of the art in scientific and information visualization techniques by experts in this field. It can serve as an overview for the inquiring scientist, and as a basic foundation for developers. This edited volume contains chapters dedicated to surveys of specific topics, and a great deal of original work not previously published illustrated by examples from a wealth of applications. The book will also provide basic material for teaching the state of the art techniques in data visualization. Data Visualization: The State of the Art is designed to meet the needs of practitioners and researchers in scientific and information visualization. This book is also suitable as a secondary text for graduate level students in computer science and engineering.

MATLAB Optimization Techniques

Author : Cesar Lopez
Publisher : Apress
ISBN 13 : 1484202929
Total Pages : 284 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis MATLAB Optimization Techniques by : Cesar Lopez

Download or read book MATLAB Optimization Techniques written by Cesar Lopez and published by Apress. This book was released on 2014-11-12 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java. MATLAB Optimization Techniques introduces you to the MATLAB language with practical hands-on instructions and results, allowing you to quickly achieve your goals. It begins by introducing the MATLAB environment and the structure of MATLAB programming before moving on to the mathematics of optimization. The central part of the book is dedicated to MATLAB’s Optimization Toolbox, which implements state-of-the-art algorithms for solving multiobjective problems, non-linear minimization with boundary conditions and restrictions, minimax optimization, semi-infinitely constrained minimization and linear and quadratic programming. A wide range of exercises and examples are included, illustrating the most widely used optimization methods.

Engineering Design Optimization

Author : Joaquim R. R. A. Martins
Publisher : Cambridge University Press
ISBN 13 : 110898861X
Total Pages : 653 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Engineering Design Optimization by : Joaquim R. R. A. Martins

Download or read book Engineering Design Optimization written by Joaquim R. R. A. Martins and published by Cambridge University Press. This book was released on 2021-11-18 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on course-tested material, this rigorous yet accessible graduate textbook covers both fundamental and advanced optimization theory and algorithms. It covers a wide range of numerical methods and topics, including both gradient-based and gradient-free algorithms, multidisciplinary design optimization, and uncertainty, with instruction on how to determine which algorithm should be used for a given application. It also provides an overview of models and how to prepare them for use with numerical optimization, including derivative computation. Over 400 high-quality visualizations and numerous examples facilitate understanding of the theory, and practical tips address common issues encountered in practical engineering design optimization and how to address them. Numerous end-of-chapter homework problems, progressing in difficulty, help put knowledge into practice. Accompanied online by a solutions manual for instructors and source code for problems, this is ideal for a one- or two-semester graduate course on optimization in aerospace, civil, mechanical, electrical, and chemical engineering departments.

Response Surface Methods - Theory, Applications and Optimization Techniques

Author : Valter Silva
Publisher : BoD – Books on Demand
ISBN 13 : 0854667679
Total Pages : 116 pages
Book Rating : 4.8/5 (546 download)

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Book Synopsis Response Surface Methods - Theory, Applications and Optimization Techniques by : Valter Silva

Download or read book Response Surface Methods - Theory, Applications and Optimization Techniques written by Valter Silva and published by BoD – Books on Demand. This book was released on 2024-07-10 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: With Response Surface Methods - Theory, Applications, and Optimization Techniques, one can unlock the full potential of experimental designs. This comprehensive guide delves into the complexity of Response Surface Methodology (RSM), offering both foundational theories and cutting-edge applications. This book provides novices and experienced practitioners with the tools and knowledge required to optimize processes, enhance quality, and drive innovation. Through a mix of theoretical insights and practical case studies, one addresses how RSM can be applied across a diverse set of fields, including engineering, chemistry, biology, health care, and more. Inside, readers will find fundamental concepts for understanding the core principles of RSM, experimental designs, applications, optimization techniques, advanced topics, and an extensive bibliography. This book is an essential resource for researchers, engineers, and scientists aiming to leverage RSM for superior outcomes. With broad contributions from leading experts in the field, Response Surface Methods - Theory, Applications, and Optimization Techniques stands as a definitive guide for mastering the art and science of experimental optimization. Optimize your work, streamline your processes, and achieve outstanding results with this essential volume.

Optimization Techniques With MATLAB

Author : Subrata Pandey
Publisher : SUBRATA PANDEY
ISBN 13 :
Total Pages : 48 pages
Book Rating : 4./5 ( download)

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Book Synopsis Optimization Techniques With MATLAB by : Subrata Pandey

Download or read book Optimization Techniques With MATLAB written by Subrata Pandey and published by SUBRATA PANDEY. This book was released on 2023-03-03 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization is a critical area in the fields of science, engineering, and mathematics. It involves finding the optimal solution among feasible alternatives to satisfy certain constraints. Optimization techniques can be applied to a wide range of applications, including finance, machine learning, signal processing, control systems, and many others. This book provides a comprehensive introduction to optimization techniques and their implementation using MATLAB. MATLAB is a powerful computational tool widely used in academia and industry for numerical analysis and scientific computing. The combination of optimization techniques and MATLAB provides a powerful framework for solving complex problems in a variety of fields.

Artificial Intelligence and Soft Computing

Author : Leszek Rutkowski
Publisher : Springer
ISBN 13 : 3319912534
Total Pages : 796 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence and Soft Computing by : Leszek Rutkowski

Download or read book Artificial Intelligence and Soft Computing written by Leszek Rutkowski and published by Springer. This book was released on 2018-05-24 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018. The 140 revised full papers presented were carefully reviewed and selected from 242 submissions. The papers included in the first volume are organized in the following three parts: neural networks and their applications; evolutionary algorithms and their applications; and pattern classification.

Computer Visualization

Author : Richard S. Gallagher
Publisher : CRC Press
ISBN 13 : 1000945324
Total Pages : 326 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Computer Visualization by : Richard S. Gallagher

Download or read book Computer Visualization written by Richard S. Gallagher and published by CRC Press. This book was released on 2023-06-09 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapid advances in 3-D scientific visualization have made a major impact on the display of behavior. The use of 3-D has become a key component of both academic research and commercial product development in the field of engineering design. Computer Visualization presents a unified collection of computer graphics techniques for the scientific visualization of behavior. The book combines a basic overview of the fundamentals of computer graphics with a practitioner-oriented review of the latest 3-D graphics display and visualization techniques. Each chapter is written by well-known experts in the field. The first section reviews how computer graphics visualization techniques have evolved to work with digital numerical analysis methods. The fundamentals of computer graphics that apply to the visualization of analysis data are also introduced. The second section presents a detailed discussion of the algorithms and techniques used to visualize behavior in 3-D, as static, interactive, or animated imagery. It discusses the mathematics of engineering data for visualization, as well as providing the current methods used for the display of scalar, vector, and tensor fields. It also examines the more general issues of visualizing a continuum volume field and animating the dimensions of time and motion in a state of behavior. The final section focuses on production visualization capabilities, including the practical computational aspects of visualization such as user interfaces, database architecture, and interaction with a model. The book concludes with an outline of successful practical applications of visualization, and future trends in scientific visualization.

Interactive Decision Maps

Author : Alexander V. Lotov
Publisher : Springer Science & Business Media
ISBN 13 : 9781402076312
Total Pages : 342 pages
Book Rating : 4.0/5 (763 download)

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Book Synopsis Interactive Decision Maps by : Alexander V. Lotov

Download or read book Interactive Decision Maps written by Alexander V. Lotov and published by Springer Science & Business Media. This book was released on 2004-02-29 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the volume may be of interest to a broad variety of people, it is arranged in parts that require different levels of mathematical background. Part I can be assessed by those interested in the application of visualization methods in decision making. In Part II computational methods are introduced in a relatively simple form. Part III is written for readers in applied mathematics interested in the theoretical basis of modern optimization.

Topological Methods in Data Analysis and Visualization IV

Author : Hamish Carr
Publisher : Springer
ISBN 13 : 3319446843
Total Pages : 355 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Topological Methods in Data Analysis and Visualization IV by : Hamish Carr

Download or read book Topological Methods in Data Analysis and Visualization IV written by Hamish Carr and published by Springer. This book was released on 2017-06-01 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents contributions on topics ranging from novel applications of topological analysis for particular problems, through studies of the effectiveness of modern topological methods, algorithmic improvements on existing methods, and parallel computation of topological structures, all the way to mathematical topologies not previously applied to data analysis. Topological methods are broadly recognized as valuable tools for analyzing the ever-increasing flood of data generated by simulation or acquisition. This is particularly the case in scientific visualization, where the data sets have long since surpassed the ability of the human mind to absorb every single byte of data. The biannual TopoInVis workshop has supported researchers in this area for a decade, and continues to serve as a vital forum for the presentation and discussion of novel results in applications in the area, creating a platform to disseminate knowledge about such implementations throughout and beyond the community. The present volume, resulting from the 2015 TopoInVis workshop held in Annweiler, Germany, will appeal to researchers in the fields of scientific visualization and mathematics, domain scientists with an interest in advanced visualization methods, and developers of visualization software systems.