Model Development And Optimization

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Model Development and Optimization

V.V. Ivanov
Model Development and Optimization Book PDF

Author : V.V. Ivanov
Publisher : Springer Science & Business Media
Page : 260 pages
File Size : 44,5 Mb
Release : 2013-11-09
Category : Science
ISBN : 9781461540625

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Model Development and Optimization by V.V. Ivanov Pdf

At present, concerning intensive development of computer hardware and software, computer-based methods for modeling of difficult problems have become the main technique for theoretical and applied investigations. Many unsolved tasks for evolutionary systems (ES) are an important class of such problems. ES relate to economic systems on the whole and separate branches and businesses, scientific and art centers, ecological systems, populations, separate species of animals and plants, human organisms, different subsystems of organisms, cells of animals and plants, and soon. Available methods for modeling of complex systems have received considerable attention and led to significant results. No large-scale programs are done without methods of modeling today. Power programs, health programs, cosmos investigations, economy designs, etc. are a few examples of such programs. Nevertheless, in connection with the permanent complication of contemporary problems, existing means are in need of subsequent renovation and perfection. In the monograph, along with analysis of contemporary means, new classes of mathematical models (MM) which can be used for modeling in the most difficult cases are proposed and justified. The main peculiarities of these MM offer possibilities for the description ofES; creation and restoration processes; dynamics of elimination or reservation of obsolete technology in ES; dynamics of resources distribution for fulfillment of internal and external functions ofES; and so on. The complexity of the problems allows us to refer to the theory and applications of these MM as the mathematical theory of development. For simplicity, the title "Model Development and Optimization" was adopted.

Optimization Models in Software Reliability

Anu G. Aggarwal,Abhishek Tandon,Hoang Pham
Optimization Models in Software Reliability Book PDF

Author : Anu G. Aggarwal,Abhishek Tandon,Hoang Pham
Publisher : Springer Nature
Page : 373 pages
File Size : 53,6 Mb
Release : 2021-09-29
Category : Technology & Engineering
ISBN : 9783030789190

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Optimization Models in Software Reliability by Anu G. Aggarwal,Abhishek Tandon,Hoang Pham Pdf

The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability assessment and apportionment, optimal allocation and selection decisions and upgradations problems. It moves through a variety of problems related to the evolving field of optimization of software reliability engineering, including software release time, resource allocating, budget planning and warranty models, which are each explored in depth in dedicated chapters. This book provides a comprehensive insight into present-day practices in software reliability engineering, making it relevant to students, researchers, academics and practising consultants and engineers.

Optimization in Engineering

Ramteen Sioshansi,Antonio J. Conejo
Optimization in Engineering Book PDF

Author : Ramteen Sioshansi,Antonio J. Conejo
Publisher : Springer
Page : 412 pages
File Size : 40,9 Mb
Release : 2017-06-24
Category : Mathematics
ISBN : 9783319567693

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Optimization in Engineering by Ramteen Sioshansi,Antonio J. Conejo Pdf

This textbook covers the fundamentals of optimization, including linear, mixed-integer linear, nonlinear, and dynamic optimization techniques, with a clear engineering focus. It carefully describes classical optimization models and algorithms using an engineering problem-solving perspective, and emphasizes modeling issues using many real-world examples related to a variety of application areas. Providing an appropriate blend of practical applications and optimization theory makes the text useful to both practitioners and students, and gives the reader a good sense of the power of optimization and the potential difficulties in applying optimization to modeling real-world systems. The book is intended for undergraduate and graduate-level teaching in industrial engineering and other engineering specialties. It is also of use to industry practitioners, due to the inclusion of real-world applications, opening the door to advanced courses on both modeling and algorithm development within the industrial engineering and operations research fields.

Water Resource Systems Planning and Management

Daniel P. Loucks,Eelco van Beek
Water Resource Systems Planning and Management Book PDF

Author : Daniel P. Loucks,Eelco van Beek
Publisher : Springer
Page : 624 pages
File Size : 49,8 Mb
Release : 2017-03-02
Category : Technology & Engineering
ISBN : 9783319442341

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Water Resource Systems Planning and Management by Daniel P. Loucks,Eelco van Beek Pdf

This book is open access under a CC BY-NC 4.0 license. This revised, updated textbook presents a systems approach to the planning, management, and operation of water resources infrastructure in the environment. Previously published in 2005 by UNESCO and Deltares (Delft Hydraulics at the time), this new edition, written again with contributions from Jery R. Stedinger, Jozef P. M. Dijkman, and Monique T. Villars, is aimed equally at students and professionals. It introduces readers to the concept of viewing issues involving water resources as a system of multiple interacting components and scales. It offers guidelines for initiating and carrying out water resource system planning and management projects. It introduces alternative optimization, simulation, and statistical methods useful for project identification, design, siting, operation and evaluation and for studying post-planning issues. The authors cover both basin-wide and urban water issues and present ways of identifying and evaluating alternatives for addressing multiple-purpose and multi-objective water quantity and quality management challenges. Reinforced with cases studies, exercises, and media supplements throughout, the text is ideal for upper-level undergraduate and graduate courses in water resource planning and management as well as for practicing planners and engineers in the field.

Modeling, Analysis and Optimization of Process and Energy Systems

F. Carl Knopf
Modeling Analysis and Optimization of Process and Energy Systems Book PDF

Author : F. Carl Knopf
Publisher : John Wiley & Sons
Page : 798 pages
File Size : 42,5 Mb
Release : 2011-12-14
Category : Technology & Engineering
ISBN : 9781118121146

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Modeling, Analysis and Optimization of Process and Energy Systems by F. Carl Knopf Pdf

Energy costs impact the profitability of virtually all industrial processes. Stressing how plants use power, and how that power is actually generated, this book provides a clear and simple way to understand the energy usage in various processes, as well as methods for optimizing these processes using practical hands-on simulations and a unique approach that details solved problems utilizing actual plant data. Invaluable information offers a complete energy-saving approach essential for both the chemical and mechanical engineering curricula, as well as for practicing engineers.

Modeling and Optimization of the Lifetime of Technologies

N.V. Hritonenko,Yuri P. Yatsenko
Modeling and Optimization of the Lifetime of Technologies Book PDF

Author : N.V. Hritonenko,Yuri P. Yatsenko
Publisher : Springer Science & Business Media
Page : 282 pages
File Size : 42,9 Mb
Release : 2013-12-01
Category : Mathematics
ISBN : 9781461334460

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Modeling and Optimization of the Lifetime of Technologies by N.V. Hritonenko,Yuri P. Yatsenko Pdf

Modern economic growth is characterized by structural changes based on the introduction of new technologies into economics. The replacement and renova tion of technologies in industrial environments undergoing technical change is clearly one of the key aspects of economic development. The mathematical modeling of evolutionary economics under technical change (TC) has been rigorously considered by many authors during last decades. There is a wide variety of economic approaches and models describing different aspects of technical change. Among these are the models of embodied technical progress [19], [35], [70], [129], endogenous growth models [94], [102], the models of technological innovations [31], [32], [41], and others. The perspective self organization evolutionary approach is developed in [20], [38], [122], [123], [124], [126], which unites the aspects of diffusion of new technologies, technological and behavioral diversity of firms, learning mechanisms, age-dependent effects, and other important features of real-life economics. On the whole, an interest in evolutionary economics has brought considerable progress in the description and conceptualization of the sources, characteristics, direction and effects of technical change [125]. However, the modeling and control of technology lifetime under technical change has received rather little attention in mathematical economics in con trary to other aspects of technical progress. The lifetime of technologies has rarely been formally treated as a part of more general mathematical theory of economic dynamics. A problem which is still to be resolved consists in establishing the rational strategies of technologies' replacement under various assumptions on the behavior of technical change.

Power System Optimization Modeling in GAMS

Alireza Soroudi
Power System Optimization Modeling in GAMS Book PDF

Author : Alireza Soroudi
Publisher : Springer
Page : 295 pages
File Size : 48,6 Mb
Release : 2017-08-29
Category : Technology & Engineering
ISBN : 9783319623504

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Power System Optimization Modeling in GAMS by Alireza Soroudi Pdf

This unique book describes how the General Algebraic Modeling System (GAMS) can be used to solve various power system operation and planning optimization problems. This book is the first of its kind to provide readers with a comprehensive reference that includes the solution codes for basic/advanced power system optimization problems in GAMS, a computationally efficient tool for analyzing optimization problems in power and energy systems. The book covers theoretical background as well as the application examples and test case studies. It is a suitable reference for dedicated and general audiences including power system professionals as well as researchers and developers from the energy sector and electrical power engineering community and will be helpful to undergraduate and graduate students.

Modeling, Control, and Optimization of Natural Gas Processing Plants

William A. Poe,Saeid Mokhatab
Modeling Control and Optimization of Natural Gas Processing Plants Book PDF

Author : William A. Poe,Saeid Mokhatab
Publisher : Gulf Professional Publishing
Page : 300 pages
File Size : 42,8 Mb
Release : 2016-09-09
Category : Technology & Engineering
ISBN : 9780128029817

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Modeling, Control, and Optimization of Natural Gas Processing Plants by William A. Poe,Saeid Mokhatab Pdf

Modeling, Control, and Optimization of Natural Gas Processing Plants presents the latest on the evolution of the natural gas industry, shining a light on the unique challenges plant managers and owners face when looking for ways to optimize plant performance and efficiency, including topics such as the various feed gas compositions, temperatures, pressures, and throughput capacities that keep them looking for better decision support tools. The book delivers the first reference focused strictly on the fast-growing natural gas markets. Whether you are trying to magnify your plants existing capabilities or are designing a new facility to handle more feedstock options, this reference guides you by combining modeling control and optimization strategies with the latest developments within the natural gas industry, including the very latest in algorithms, software, and real-world case studies. Helps users adapt their natural gas plant quickly with optimization strategies and advanced control methods Presents real-world application for gas process operations with software and algorithm comparisons and practical case studies Provides coverage on multivariable control and optimization on existing equipment Allows plant managers and owners the tools they need to maximize the value of the natural gas produced

Handbook of Research on Social and Organizational Dynamics in the Digital Era

Idemudia, Efosa C.
Handbook of Research on Social and Organizational Dynamics in the Digital Era Book PDF

Author : Idemudia, Efosa C.
Publisher : IGI Global
Page : 667 pages
File Size : 40,5 Mb
Release : 2019-08-30
Category : Computers
ISBN : 9781522589341

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Handbook of Research on Social and Organizational Dynamics in the Digital Era by Idemudia, Efosa C. Pdf

Technology in the world today impacts every aspect of society and has infiltrated every industry, affecting communication, management, security, etc. With the emergence of such technologies as IoT, big data, cloud computing, AI, and virtual reality, organizations have had to adjust the way they conduct business to account for changing consumer behaviors and increasing data protection awareness. The Handbook of Research on Social and Organizational Dynamics in the Digital Era provides relevant theoretical frameworks and the latest empirical research findings on all aspects of social issues impacted by information technology in organizations and inter-organizational structures and presents the conceptualization of specific social issues and their associated constructs. Featuring coverage on a broad range of topics such as business management, knowledge management, and consumer behavior, this publication seeks to advance the practice and understanding of technology and the impacts of technology on social behaviors and norms in the workplace and society. It is intended for business professionals, executives, IT practitioners, policymakers, students, and researchers.

Modeling and Optimization in Space Engineering

Giorgio Fasano,János D. Pintér
Modeling and Optimization in Space Engineering Book PDF

Author : Giorgio Fasano,János D. Pintér
Publisher : Springer Science & Business Media
Page : 409 pages
File Size : 45,7 Mb
Release : 2012-10-23
Category : Mathematics
ISBN : 9781461444688

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Modeling and Optimization in Space Engineering by Giorgio Fasano,János D. Pintér Pdf

This volume presents a selection of advanced case studies that address a substantial range of issues and challenges arising in space engineering. The contributing authors are well-recognized researchers and practitioners in space engineering and in applied optimization. The key mathematical modeling and numerical solution aspects of each application case study are presented in sufficient detail. Classic and more recent space engineering problems – including cargo accommodation and object placement, flight control of satellites, integrated design and trajectory optimization, interplanetary transfers with deep space manoeuvres, low energy transfers, magnetic cleanliness modeling, propulsion system design, sensor system placement, systems engineering, space traffic logistics, and trajectory optimization – are discussed. Novel points of view related to computational global optimization and optimal control, and to multidisciplinary design optimization are also given proper emphasis. A particular attention is paid also to scenarios expected in the context of future interplanetary explorations. Modeling and Optimization in Space Engineering will benefit researchers and practitioners working on space engineering applications. Academics, graduate and post-graduate students in the fields of aerospace and other engineering, applied mathematics, operations research and optimal control will also find the book useful, since it discusses a range of advanced model development and solution techniques and tools in the context of real-world applications and new challenges.

Aimms Optimization Modeling

Johannes Bisschop
Aimms Optimization Modeling Book PDF

Author : Johannes Bisschop
Publisher : Lulu.com
Page : 318 pages
File Size : 49,9 Mb
Release : 2006
Category : Computers
ISBN : 9781847539120

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Aimms Optimization Modeling by Johannes Bisschop Pdf

The AIMMS Optimization Modeling book provides not only an introduction to modeling but also a suite of worked examples. It is aimed at users who are new to modeling and those who have limited modeling experience. Both the basic concepts of optimization modeling and more advanced modeling techniques are discussed. The Optimization Modeling book is AIMMS version independent.

Modeling and Optimization in Space Engineering

Giorgio Fasano,János D. Pintér
Modeling and Optimization in Space Engineering Book PDF

Author : Giorgio Fasano,János D. Pintér
Publisher : Springer
Page : 478 pages
File Size : 53,9 Mb
Release : 2019-05-10
Category : Mathematics
ISBN : 9783030105013

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Modeling and Optimization in Space Engineering by Giorgio Fasano,János D. Pintér Pdf

This book presents advanced case studies that address a range of important issues arising in space engineering. An overview of challenging operational scenarios is presented, with an in-depth exposition of related mathematical modeling, algorithmic and numerical solution aspects. The model development and optimization approaches discussed in the book can be extended also towards other application areas. The topics discussed illustrate current research trends and challenges in space engineering as summarized by the following list: • Next Generation Gravity Missions • Continuous-Thrust Trajectories by Evolutionary Neurocontrol • Nonparametric Importance Sampling for Launcher Stage Fallout • Dynamic System Control Dispatch • Optimal Launch Date of Interplanetary Missions • Optimal Topological Design • Evidence-Based Robust Optimization • Interplanetary Trajectory Design by Machine Learning • Real-Time Optimal Control • Optimal Finite Thrust Orbital Transfers • Planning and Scheduling of Multiple Satellite Missions • Trajectory Performance Analysis • Ascent Trajectory and Guidance Optimization • Small Satellite Attitude Determination and Control • Optimized Packings in Space Engineering • Time-Optimal Transfers of All-Electric GEO Satellites Researchers working on space engineering applications will find this work a valuable, practical source of information. Academics, graduate and post-graduate students working in aerospace, engineering, applied mathematics, operations research, and optimal control will find useful information regarding model development and solution techniques, in conjunction with real-world applications.

Flexible and Generalized Uncertainty Optimization

Weldon A. Lodwick,Luiz L. Salles-Neto
Flexible and Generalized Uncertainty Optimization Book PDF

Author : Weldon A. Lodwick,Luiz L. Salles-Neto
Publisher : Springer Nature
Page : 201 pages
File Size : 51,5 Mb
Release : 2021-01-12
Category : Technology & Engineering
ISBN : 9783030611804

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Flexible and Generalized Uncertainty Optimization by Weldon A. Lodwick,Luiz L. Salles-Neto Pdf

This book presents the theory and methods of flexible and generalized uncertainty optimization. Particularly, it describes the theory of generalized uncertainty in the context of optimization modeling. The book starts with an overview of flexible and generalized uncertainty optimization. It covers uncertainties that are both associated with lack of information and are more general than stochastic theory, where well-defined distributions are assumed. Starting from families of distributions that are enclosed by upper and lower functions, the book presents construction methods for obtaining flexible and generalized uncertainty input data that can be used in a flexible and generalized uncertainty optimization model. It then describes the development of the associated optimization model in detail. Written for graduate students and professionals in the broad field of optimization and operations research, this second edition has been revised and extended to include more worked examples and a section on interval multi-objective mini-max regret theory along with its solution method.

Computing Tools for Modeling, Optimization and Simulation

Manuel Laguna,José Luis González-Velarde
Computing Tools for Modeling Optimization and Simulation Book PDF

Author : Manuel Laguna,José Luis González-Velarde
Publisher : Springer Science & Business Media
Page : 330 pages
File Size : 47,7 Mb
Release : 1999-11-30
Category : Business & Economics
ISBN : 0792377184

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Computing Tools for Modeling, Optimization and Simulation by Manuel Laguna,José Luis González-Velarde Pdf

Computing Tools for Modeling, Optimization and Simulation reflects the need for preserving the marriage between operations research and computing in order to create more efficient and powerful software tools in the years ahead. The 17 papers included in this volume were carefully selected to cover a wide range of topics related to the interface between operations research and computer science. The volume includes the now perennial applications of rnetaheuristics (such as genetic algorithms, scatter search, and tabu search) as well as research on global optimization, knowledge management, software rnaintainability and object-oriented modeling. These topics reflect the complexity and variety of the problems that current and future software tools must be capable of tackling. The OR/CS interface is frequently at the core of successful applications and the development of new methodologies, making the research in this book a relevant reference in the future. The editors' goal for this book has been to increase the interest in the interface of computer science and operations research. Both researchers and practitioners will benefit from this book. The tutorial papers may spark the interest of practitioners for developing and applying new techniques to complex problems. In addition, the book includes papers that explore new angles of well-established methods for problems in the area of nonlinear optimization and mixed integer programming, which seasoned researchers in these fields may find fascinating.

Surrogate-Based Modeling and Optimization

Slawomir Koziel,Leifur Leifsson
Surrogate Based Modeling and Optimization Book PDF

Author : Slawomir Koziel,Leifur Leifsson
Publisher : Springer Science & Business Media
Page : 413 pages
File Size : 42,9 Mb
Release : 2013-06-06
Category : Mathematics
ISBN : 9781461475514

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Surrogate-Based Modeling and Optimization by Slawomir Koziel,Leifur Leifsson Pdf

Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, even more importantly, to adjust parameters of the system to have it meet given performance requirements. Unfortunately, accurate simulations are often computationally very expensive with evaluation times as long as hours or even days per design, making design automation using conventional methods impractical. These and other problems can be alleviated by the development and employment of so-called surrogates that reliably represent the expensive, simulation-based model of the system or device of interest but they are much more reasonable and analytically tractable. This volume features surrogate-based modeling and optimization techniques, and their applications for solving difficult and computationally expensive engineering design problems. It begins by presenting the basic concepts and formulations of the surrogate-based modeling and optimization paradigm and then discusses relevant modeling techniques, optimization algorithms and design procedures, as well as state-of-the-art developments. The chapters are self-contained with basic concepts and formulations along with applications and examples. The book will be useful to researchers in engineering and mathematics, in particular those who employ computationally heavy simulations in their design work.