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Surrogate-Based Modeling and Optimization, Slawomir Koziel; Leifur Leifsson


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Автор: Slawomir Koziel; Leifur Leifsson
Название:  Surrogate-Based Modeling and Optimization
ISBN: 9781493954728
Издательство: Springer
Классификация:








ISBN-10: 1493954725
Обложка/Формат: Paperback
Страницы: 412
Вес: 0.59 кг.
Дата издания: 23.08.2016
Язык: English
Размер: 157 x 271 x 27
Основная тема: Mathematics
Подзаголовок: Applications in Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book details surrogate-based modeling and optimization techniques, and their applications for solving difficult and computationally expensive engineering design problems. Includes basic concepts and formulations along with applications and examples.


Multi-Objective Design Of Antennas Using Surrogate Models

Автор: Koziel Slawomir & Bekasiewicz Adrian
Название: Multi-Objective Design Of Antennas Using Surrogate Models
ISBN: 1786341476 ISBN-13(EAN): 9781786341471
Издательство: World Scientific Publishing
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Цена: 17582.00 р.
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Описание:

This book addresses computationally-efficient multi-objective optimization of antenna structures using variable-fidelity electromagnetic simulations, surrogate modeling techniques, and design space reduction methods. Based on contemporary research, it formulates multi-objective design tasks, highlights related challenges in the context of antenna design, and discusses solution approaches. Specific focus is on providing methodologies for handling computationally expensive simulation models of antenna structures in the sense of their multi-objective optimization. Also given is a summary of recent developments in antenna design optimization using variable-fidelity simulation models. Numerous examples of real-world antenna design problems are provided along with discussions and recommendations for the readers interested in applying the considered methods in their design work.

Written with researchers and students in mind, topics covered can also be applied across a broad spectrum of aeronautical, mechanical, electrical, biomedical and civil engineering. It is of particular interest to those dealing with optimization, computationally expensive design tasks and simulation-driven design.

Modeling and Optimization in Space Engineering

Автор: Fasano
Название: Modeling and Optimization in Space Engineering
ISBN: 1461444683 ISBN-13(EAN): 9781461444688
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This volume presents a selection of studies that address a substantial list of key challenges arising in space engineering. The contributing authors are well-recognized researchers and practitioners in space engineering and in applied optimization. Novel points of view such as computational global optimization, multidisciplinary design optimization and optimal control theory are emphasized and both mathematical modeling and algorithmic aspects are discussed. Classic space application problems, such as trajectory optimization, are presented together with systems engineering and logistics aspects, such as propulsion system design and cargo accommodation. A particular attention is paid to the scenarios expected for future interplanetary explorations.  Modeling and Optimization in Space Engineering will benefit researchers and practitioners in the field of space engineering, as well as aerospace graduate and post-graduate students willing to broaden their academic knowledge, by studying real-world applications and challenging problems that they will be likely to tackle in their future professional activities.

Advanced Modeling and Optimization of Manufacturing Processes

Автор: R. Venkata Rao
Название: Advanced Modeling and Optimization of Manufacturing Processes
ISBN: 1447126149 ISBN-13(EAN): 9781447126140
Издательство: Springer
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Цена: 26120.00 р.
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Описание: Presenting both basic and advanced modeling concepts, this volume presents the latest research and development trends in the modeling and optimization of manufacturing processes. Topics include rapid prototyping and tooling, micromachining, nano-finishing, and composites manufacturing.

Modeling, Dynamics, Optimization and Bioeconomics I

Автор: Alberto Adrego Pinto; David Zilberman
Название: Modeling, Dynamics, Optimization and Bioeconomics I
ISBN: 3319352504 ISBN-13(EAN): 9783319352503
Издательство: Springer
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Цена: 23757.00 р.
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Описание:

1 Optimal localization of firms in Hotelling networks: A.A. Pinto et al.- 2 Dynamic Management of Fossil Fuel, Biofuel and Solar Energy: S. Kaplan et al.- 3 On the Dynamics and Effects of Corruption on Environmental Protection: E. Accinelli et al.- 4 A Bayesian Pricing Model for Cat Bonds: F. Ahrens et al.- 5 Properties and Comparative-Static Effects in Models of Decision under Uncertainty: Applications to the Theory of the Firm: A.A. Бlvarez-Lуpez et al.- 6 On Sensitive Dependence on Initial Conditions and Existence of Physical Measure for 3-Flows: V. Araъjo.- 7 Thermodynamic Formalism for the General One-Dimensional Model: Positive and Zero Temperature: A. T. Baraviera et al.- 8 Impact of Political Economy and Logistical Constraints on Assessments of Biomass Energy Potential: New Jersey as a Case Study: M. Brennan-Tonetta et al.- 9 Modelling Decentralized Interaction in a Monopolistic Competitive Market: J. Gabriel Brida et al.- 10 Measuring the Effectiveness of an E-Commerce Site Through Web and Sales Activity: A. Ribeiro Carneiro et al.- 11 Worldwide Survey of Biodegradable Feedstocks, Waste-to-Energy Technologies and Adoption of Technologies: M. Centore et al.- 12 Ergodic Transport Theory, Periodic Maximizing Probabilities and the Twist Condition: G. Contreras et al.- 13 Measuring the Welfare Impact of Biofuel Policies: a Review of Methods and Findings from Numerical Models: Ch.L. Crago.- 14 Advanced Mathematical and Statistical Tools in the Dynamic Modeling and Simulation of Gene-Environment Regulatory Networks: Цzlem Defterli et al.- 15 BHP Universality in Energy Sources: H. Ferreira et al.- 16 Dynamical Phase Transition in Slowed Exclusion Processes: T. Franco et al.- 17 Cooperative Ellipsoidal Games: a Survey: S.Z. Alparslan Gцk et al.- 18 Zeta Functions and Continuous Time Dynamics: P. Giulietti.- 19 Diffusion Dynamics in Economics: an Application to the Effects of Fiscal Policy: Orlando Gomes.- 20 Occupation Times of Exclusion Processes: P. Goncalves.- 21 Error Estimates for a Coupled Continuous-Discontinuous FEM for the Two-Layer Shallow Water Equations: P.S. Goncalves et al.- 22 Bankruptcy Triggering Asset Value - Continuous Time Finance Approach: K. Janda et al.- 23 Economic Impact Analysis of Potential Trade Restrictions on Biotech Maize in Latin American Countries: N. Kalaitzandonakes et al.- 24 Estimating the Extent of Spatial Externalities from VC Funding on Bioinnovation: Ch. Kolympiris et al.- 25 Inverse Problems in Complex Multi-Modal Regulatory Networks Based on Uncertain Clustered Data: E. Kropat et al.- 26 Financial Bubbles: E. Kьrьm et al.- 27 Modern Applied Mathematics for Alternative Modeling of the Atmospheric Effects on Satellite Images: S. Kuter et al.- 28 Modeling Ethanol Investment Decisions: C.-Y. Cynthia Lin.- 29 Ethanol and Distiller's Grain: Implications of the Multiproduct Firm on United States Bioenergy Policy: C.B. Moss et al.- 30 A Review on Protein-Protein Interaction Network Databases: C. Sekhar Pedamallu et al.- 31 On the Use of Cross Impact Analysis For Enhancing Performance In Primary School Education: C. Sekhar Pedamallu et al.- 32 The Bio economics of Migration: A Selective Review Towards a Modelling Perspective: E. V. Petracou et al.- 33 A Cost Sharing Mechanism for Job Scheduling Problems: J. Sбnchez-Pйrez.- 34 Welfare Assessment of the Renewable Fuel Standard: Economic Efficiency, Rebound Effect and Policy Interactions in a General Equilibrium Framework: F. Taheripour et al.- 35 New Uncertainties in Land Use Changes Caused by The Production of Biofuels: W. Thompson et al.- 36 Inequalities on the Parameters of a Strongly Regular Graph: L. Almeida Vieira et al.- 37 Financial, Real and Quasi Options: Similarities and Differences: J. Wesseler.- 38 A Review and New Contribution on Conic Multivariate Adaptive Regression Splines (CMARS): A Powerful Tool for Predictive Data Mining: F. Yerlikaya-Цzkurt et al.- 39 Survey and Evaluation on Modeling of Next-Day Electri

Advances in Mathematical Modeling, Optimization and Optimal Control

Автор: Jean-Baptiste Hiriart-Urruty; Adam Korytowski; Hel
Название: Advances in Mathematical Modeling, Optimization and Optimal Control
ISBN: 3319307843 ISBN-13(EAN): 9783319307848
Издательство: Springer
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Цена: 10760.00 р.
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Описание:

This book contains extended, in-depth presentations of the plenary talks from the 16th French-German-Polish Conference on Optimization, held in Krak w, Poland in 2013. Each chapter in this book exhibits a comprehensive look at new theoretical and/or application-oriented results in mathematical modeling, optimization, and optimal control. Students and researchers involved in image processing, partial differential inclusions, shape optimization, or optimal control theory and its applications to medical and rehabilitation technology, will find this book valuable.

The first chapter by Martin Burger provides an overview of recent developments related to Bregman distances, which is an important tool in inverse problems and image processing. The chapter by Piotr Kalita studies the operator version of a first order in time partial differential inclusion and its time discretization. In the chapter by G nter Leugering, Jan Sokolowski and Antoni Żochowski, nonsmooth shape optimization problems for variational inequalities are considered. The next chapter, by Katja Mombaur is devoted to applications of optimal control and inverse optimal control in the field of medical and rehabilitation technology, in particular in human movement analysis, therapy and improvement by means of medical devices. The final chapter, by Nikolai Osmolovskii and Helmut Maurer provides a survey on no-gap second order optimality conditions in the calculus of variations and optimal control, and a discussion of their further development.

Modeling, Simulation and Optimization of Complex Processes

Автор: Hans Georg Bock; Xuan Phu Hoang; Rolf Rannacher; J
Название: Modeling, Simulation and Optimization of Complex Processes
ISBN: 3642443699 ISBN-13(EAN): 9783642443695
Издательство: Springer
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Цена: 21661.00 р.
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Описание: This proceedings volume contains a selection of papers presented at the Fourth International Conference on High Performance Scientific Computing held at the Hanoi Institute of Mathematics, Vietnamese Academy of Science and Technology (VAST), March 2-6, 2009.

Surrogate-Based Modeling and Optimization

Автор: Slawomir Koziel; Leifur Leifsson
Название: Surrogate-Based Modeling and Optimization
ISBN: 1461475503 ISBN-13(EAN): 9781461475507
Издательство: Springer
Рейтинг:
Цена: 19564.00 р.
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Описание: This book details surrogate-based modeling and optimization techniques, and their applications for solving difficult and computationally expensive engineering design problems. Includes basic concepts and formulations along with applications and examples.

Application of Surrogate-based Global Optimization to Aerodynamic Design

Автор: Emiliano Iuliano; Esther Andr?s P?rez
Название: Application of Surrogate-based Global Optimization to Aerodynamic Design
ISBN: 3319372904 ISBN-13(EAN): 9783319372907
Издательство: Springer
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Цена: 11753.00 р.
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Описание: Fast aerodynamic coefficients prediction using support vector machines for global shape optimization.- Adaptive sampling strategies for surrogate-based aerodynamic optimization.- PCA-enhanced metamodel-assisted evolutionary algorithms for aerodynamic optimization.- Multi-objective surrogate based optimization of gas cyclones using support vector machines and CFD simulations.

Modeling, Dynamics, Optimization and Bioeconomics II

Автор: Alberto A. Pinto; David Zilberman
Название: Modeling, Dynamics, Optimization and Bioeconomics II
ISBN: 331955235X ISBN-13(EAN): 9783319552354
Издательство: Springer
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Цена: 22359.00 р.
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Описание: Preface.- 1 Economics of Natural Resource Utilization - The Case of Macroalgae: R.R. Palatnik and D. Zilberman.- 2 Maritime Search and Rescue (MSAR) Operations: An Analysis of Optimal Asset Allocation: E. Akbayrak and M.K.Tural.- 3 Measuring the Regional Productivity in Spanish Hotel Industry: P. Alberca and L. Parte.- 4 Sugarcane Ethanol in Brazil: Different Impacts for Distinct Municipalities Development Patterns: M.A.F. Dias de Moraes et al.- 5 The Coordination of Agricultural R&D in the U.S. and Germany: Markets vs. Networks: B. Brandl and K. Paula.- 6 Short and Long Run Armington Elasticities for the Mexican Economy: E.R. Casares et al.- 7 Mathematical Modelling for Wave Drag Optimization and Design of High-Speed Aircrafts: C. Citak et al.- 8 Risk Modeling in Optimization Problems via Value at Risk, Conditional Value at Risk, and Its Robustification: Z. Cobandag and G.-W. Weber.- 9 Zero Limit for Multi-D Conservation Laws with Nonlinear Diffusion and Dispersion: J.M.C. Correia.- 10 Modelling Consumer Preferences for Novel Foods: Random Utility and Reference Point Effects Approach: I. Dolgopolova et al.- 11 Corporate Asset Pricing Models and Debt Contracts: M. Dуzsa and K. Janda.- 12 Direct and Inverse Variational Problems on Time Scales: A Survey: M. Dryl and D.F.M. Torres.- 13 An Alternative Method for Snow Cover Mapping on Satellite Images by Modern Applied Mathematics: S. Kuter et al.- 14 Dynamic Structural Econometric Modeling of the Ethanol Industry: C.-Y. Cynthia Lin.- 15 An Introduction to Coupling: A. O. Lopes.- 16 Extreme Weather, Biotechnology, and Corn Productivity: J.R. McFadden and J.A. Miranowski.- 17 The Use of LCA for the Development of Bioenergy Pathways: M.C. McManus.- 18 Optimal Control of Stochastic Hybrid Models in the Framework of Regime Switches: E. Savkuet al.- 19 State-Dependent Impulsive Neural Networks: M. Sayh and E. Yilmaz.- 20 Modelling Native and Invasive Woody Species: a Comparison of ENFA and MaxEnt Applied to the Azorean Forest: L. Dutra Silva et al.- 21 Using Bayesian Inference to Validate Plant Community Assemblages and Determine Indicator Species: L. Silva et al.- 22 Development of Allometric Equations for Estimating above-ground Biomass of Woody Plant Invaders: the Case of Pittosporum Undulatum in the Azores Archipelago: L. Borges Silva et al.- 23 Alternating Hadamard Series and Some Theorems on Strongly Regular Graphs: L.A. de Almeida Vieira and V. Moзo Mano.- 24 Actuarial Present Value and Variance for Changing Mortality and Stochastic Interest Rates: B. Yildirim et al.- 25 Itф-Taylor Expansions for Systems of Stochastic Differential Equations with Applications to Stochastic Partial Differential Equations: F. Yilmaz et al.

Modeling, Simulation, and Optimization of Integrated Circuits

Автор: K. Antreich; R. Bulirsch; A. Gilg; P. Rentrop
Название: Modeling, Simulation, and Optimization of Integrated Circuits
ISBN: 3034894260 ISBN-13(EAN): 9783034894265
Издательство: Springer
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Цена: 13974.00 р.
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Описание:

In November 2001 the Mathematical Research Center at Oberwolfach, Germany, hosted the third Conference on Mathematical Models and Numerical Simulation in Electronic Industry. It brought together researchers in mathematics, electrical engineering and scientists working in industry.

The contributions to this volume try to bridge the gap between basic and applied mathematics, research in electrical engineering and the needs of industry.

Modeling and Optimization of the Lifetime of Technologies

Автор: N.V. Hritonenko; Yuri P. Yatsenko
Название: Modeling and Optimization of the Lifetime of Technologies
ISBN: 1461334489 ISBN-13(EAN): 9781461334484
Издательство: Springer
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Цена: 21655.00 р.
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Описание: 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.

Simulation-Driven Modeling and Optimization

Автор: Slawomir Koziel; Leifur Leifsson; Xin-She Yang
Название: Simulation-Driven Modeling and Optimization
ISBN: 3319275151 ISBN-13(EAN): 9783319275154
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Numerical Aspects of Model Order Reduction for Gas Transportation Networks (Grundel, S., Hornung, N. & Roggendorf, S.).- Parameter Studies for Energy Networks with Examples from Gas Transport (Clees, T.).- Fast Multi-Objective Aerodynamic Optimization Using Space-Mapping-Corrected Multi-Fidelity Models and Kriging Interpolation (Leifsson, L. et al.).- Assessment of Inverse and Direct Methods for Airfoil and Wing Design (Zhang, M. & Rizzi, A.W.).- Performance Optimization of EBG-Based Common Mode Filters for Signal Integrity Applications (Orlandi, A. et al.).- Unattended Design of Wide-Band Planar Filters using a Two-Step Aggressive Space Mapping (ASM) Optimization Algorithm (Boria, V. et al.).- Two-Stage Gaussian Process Modeling of Microwave Structures for Design Optimization (Jacobs, J.P. & Koziel, S.).- Efficient Reconfigurable Microstrip Patch Antenna Modeling Exploiting Knowledge Based Artificial Neural Networks (Simsek, M. & Aoad, A.).- Expedited Simulation-Driven Multi-Objective Design Optimization of Quasi-Isotropic Dielectric Resonator Antenna (Bekasiewicz, A. et al.).- Optimal Design of Photonic Crystal Nanostructures (Hassan, A.-K., Rafat, N. & Mohamed, A.S.A.).- Design Optimization of LNAs and Reflectarray Antennas using the Full-Wave Simulation based Artificial Intelligence Models with the Novel Metaheuristic Algorithms (Gьneş, F., Demirel, S. & Nesil, S.).- Stochastic Decision-Making in Waste Management Using a Firefly Algorithm-Driven Simulation-Optimization Approach for Generating Alternatives (Yeomans, J.S., Imanirad, R. & Yang, X.-S.).- Linear and Nonlinear System Identification using Evolutionary Optimisation (Worden, K. et al.).- A Surrogate-Model-Assisted Evolutionary Algorithm for Computationally Expensive Design Optimization Problems with Inequality Constraints (Liu, B., Zhang, Q. & Gielen, G.).- Sobol Indices for Dimension Adaptivity in Sparse Grids (Dwight, R.P., Desmedt, S.G.L., & Omrani, P.S.).


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