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Optimization and Uncertainty Quantification

  • Pascal Programs Printed in GENETIC ALGORITHMS IN SEARCH, OPTIMIZATION, AND MACHINE LEARNING by Da

    Pascal Programs Printed in GENETIC ALGORITHMS IN SEARCH, OPTIMIZATION, AND MACHINE LEARNING by David E. Goldberg

    標(biāo)簽: OPTIMIZATION ALGORITHMS LEARNING Programs

    上傳時(shí)間: 2015-04-19

    上傳用戶:

  • GloptiPoly 3: moments, optimization and semidefinite programming. Gloptipoly 3 is intended to so

    GloptiPoly 3: moments, optimization and semidefinite programming. Gloptipoly 3 is intended to solve, or at least approximate, the Generalized Problem of Moments (GPM), an infinite-dimensional optimization problem which can be viewed as an extension of the classical problem of moments [8]. From a theoretical viewpoint, the GPM has developments and impact in various areas of mathematics such as algebra, Fourier analysis, functional analysis, operator theory, probability and statistics, to cite a few. In addition, and despite a rather simple and short formulation, the GPM has a large number of important applications in various fields such as optimization, probability, finance, control, signal processing, chemistry, cristallography, tomography, etc. For an account of various methodologies as well as some of potential applications, the interested reader is referred to [1, 2] and the nice collection of papers [5].

    標(biāo)簽: optimization semidefinite programming GloptiPoly

    上傳時(shí)間: 2016-06-05

    上傳用戶:lgnf

  • DAKOTA

    Computational models are commonly used in engineering design and scientific discovery activities for simulating complex physical systems in disciplines such as fluid mechanics, structural dynamics, heat transfer, nonlinear structural mechanics, shock physics, and many others. These simulators can be an enormous aid to engineers who want to develop an understanding and/or predictive capability for complex behaviors typically observed in the corresponding physical systems. Simulators often serve as virtual prototypes, where a set of predefined system parameters, such as size or location dimensions and material properties, are adjusted to improve the performance of a system, as defined by one or more system performance objectives. Such optimization or tuning of the virtual prototype requires executing the simulator, evaluating performance objective(s), and adjusting the system parameters in an iterative, automated, and directed way. System performance objectives can be formulated, for example, to minimize weight, cost, or defects; to limit a critical temperature, stress, or vibration response; or to maximize performance, reliability, throughput, agility, or design robustness. In addition, one would often like to design computer experiments, run parameter studies, or perform uncertainty quantification (UQ). These approaches reveal how system performance changes as a design or uncertain input variable changes. Sampling methods are often used in uncertainty quantification to calculate a distribution on system performance measures, and to understand which uncertain inputs contribute most to the variance of the outputs. A primary goal for Dakota development is to provide engineers and other disciplinary scientists with a systematic and rapid means to obtain improved or optimal designs or understand sensitivity or uncertainty using simulationbased models. These capabilities generally lead to improved designs and system performance in earlier design stages, alleviating dependence on physical prototypes and testing, shortening design cycles, and reducing product development costs. In addition to providing this practical environment for answering system performance questions, the Dakota toolkit provides an extensible platform for the research and rapid prototyping of customized methods and meta-algorithms

    標(biāo)簽: Optimization and Uncertainty Quantification

    上傳時(shí)間: 2016-04-08

    上傳用戶:huhu123456

  • Simple GA code (Pascal code from Goldberg, D. E. (1989), Genetic Algorithms in Search, Optimization,

    Simple GA code (Pascal code from Goldberg, D. E. (1989), Genetic Algorithms in Search, Optimization, and Machine Learning.)

    標(biāo)簽: D. E. code Optimization

    上傳時(shí)間: 2014-12-07

    上傳用戶:wlcaption

  • Telecommunications+optimization+heuristics

    Each of us is interested in optimization, and telecommunications. Via several meetings, conferences, chats, and other opportunities, we have discovered these joint interests and decided to put together this book.

    標(biāo)簽: Telecommunications optimization heuristics

    上傳時(shí)間: 2020-06-01

    上傳用戶:shancjb

  • 包括了汽車(chē)安全系統(tǒng)、多媒體和汽車(chē)網(wǎng)絡(luò);未來(lái)汽車(chē)信息終端平臺(tái)研制

    包括了汽車(chē)安全系統(tǒng)、多媒體和汽車(chē)網(wǎng)絡(luò);未來(lái)汽車(chē)信息終端平臺(tái)研制,智能無(wú)線通訊在促進(jìn)汽車(chē)安全應(yīng)用中的作用,汽車(chē)電子檢測(cè)平臺(tái),以及風(fēng)河公司的Device Software Optimization and Wind River Automotive等,高端研討,值得一看。

    標(biāo)簽: 汽車(chē)安全系統(tǒng) 多媒體 信息終端 汽車(chē)

    上傳時(shí)間: 2014-01-06

    上傳用戶:jkhjkh1982

  • Beginning with an overview of SQL Server 2000, this book discusses online transaction processing (OL

    Beginning with an overview of SQL Server 2000, this book discusses online transaction processing (OLTP) and online analytical processing (OLAP), features a tour of different SQL Server releases, and offers a guide to installation. The author describes and demonstrates the changes since SQL Server 7.0, thoroughly exploring SQL Server 2000 s capacity as a Web-enabled database server. Readers are then immersed in advanced database administration topics such as performance optimization and debugging techniques.

    標(biāo)簽: transaction processing Beginning discusses

    上傳時(shí)間: 2013-11-28

    上傳用戶:eclipse

  • 經(jīng)典英文原版PHP教程networking, data structures, regular expressions, math, configuration, graphics, MySQL/Po

    經(jīng)典英文原版PHP教程networking, data structures, regular expressions, math, configuration, graphics, MySQL/PostgreSQL support, XML, algorithms, debugging, optimization...and 650 downloadable code examples, with a Foreword by PHP 5 contributor and Zend Engine 2 co-creator Andi Gutmans!

    標(biāo)簽: configuration expressions networking structures

    上傳時(shí)間: 2014-01-28

    上傳用戶:cuibaigao

  • genetic algorithm (or GA) is a search technique used in computing to find true or approximate soluti

    genetic algorithm (or GA) is a search technique used in computing to find true or approximate solutions to optimization and search problems for function of 2 variable

    標(biāo)簽: approximate algorithm computing technique

    上傳時(shí)間: 2017-07-25

    上傳用戶:225588

  • Applications of Evolutionary Computing

    Evolutionary Computation (EC) deals with problem solving, optimization, and machine learning techniques inspired by principles of natural evolution and ge- netics. Just from this basic definition, it is clear that one of the main features of the research community involved in the study of its theory and in its applications is multidisciplinarity. For this reason, EC has been able to draw the attention of an ever-increasing number of researchers and practitioners in several fields.

    標(biāo)簽: Applications Evolutionary Computing of

    上傳時(shí)間: 2020-05-26

    上傳用戶:shancjb

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