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Reduction of the Pareto Set

Reduction of the Pareto Set
Author: Vladimir D. Noghin
Publisher: Springer
Total Pages: 232
Release: 2017-09-26
Genre: Technology & Engineering
ISBN: 3319678736

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This book focuses on the issues of decision-making with several numerical criteria. It introduces an original general approach to solving multicriteria problems given quantitative information about the preference relation of a decision-maker. It considers the problems with crisp as well as fuzzy preference relations, accepting the four axioms of “reasonable choice”. Further, it defines the notion of an information quantum about the preference relation of a decision-maker and studies the reduction of the Pareto set using a finite collection of information quanta, demonstrating that the original approach yields a good approximation for the set of nondominated alternatives in a multicriteria problem. Lastly, it analyzes a possible combination of the axiomatic approach with other well-known methods. Intended for a wide range of professionals involved in solving multicriteria problems, including researchers, design engineers, product engineers, developers and analysts, the book is also a valuable resource for undergraduate and postgraduate students of mathematics, economics, and engineering.


Reduced-Order Modeling (ROM) for Simulation and Optimization

Reduced-Order Modeling (ROM) for Simulation and Optimization
Author: Winfried Keiper
Publisher: Springer
Total Pages: 179
Release: 2018-04-11
Genre: Mathematics
ISBN: 3319753193

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This edited monograph collects research contributions and addresses the advancement of efficient numerical procedures in the area of model order reduction (MOR) for simulation, optimization and control. The topical scope includes, but is not limited to, new out-of-the-box algorithmic solutions for scientific computing, e.g. reduced basis methods for industrial problems and MOR approaches for electrochemical processes. The target audience comprises research experts and practitioners in the field of simulation, optimization and control, but the book may also be beneficial for graduate students alike.


Introduction to Optimum Design

Introduction to Optimum Design
Author: Jasbir Singh Arora
Publisher: Academic Press
Total Pages: 897
Release: 2011-08-12
Genre: Technology & Engineering
ISBN: 012381376X

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Introduction to Optimum Design, Third Edition describes an organized approach to engineering design optimization in a rigorous yet simplified manner. It illustrates various concepts and procedures with simple examples and demonstrates their applicability to engineering design problems. Formulation of a design problem as an optimization problem is emphasized and illustrated throughout the text. Excel and MATLAB® are featured as learning and teaching aids. Basic concepts of optimality conditions and numerical methods are described with simple and practical examples, making the material highly teachable and learnable Includes applications of optimization methods for structural, mechanical, aerospace, and industrial engineering problems Introduction to MATLAB Optimization Toolbox Practical design examples introduce students to the use of optimization methods early in the book New example problems throughout the text are enhanced with detailed illustrations Optimum design with Excel Solver has been expanded into a full chapter New chapter on several advanced optimum design topics serves the needs of instructors who teach more advanced courses


Evolutionary Multiobjective Optimization

Evolutionary Multiobjective Optimization
Author: Ajith Abraham
Publisher: Springer Science & Business Media
Total Pages: 313
Release: 2005-09-05
Genre: Computers
ISBN: 1846281377

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Evolutionary Multi-Objective Optimization is an expanding field of research. This book brings a collection of papers with some of the most recent advances in this field. The topic and content is currently very fashionable and has immense potential for practical applications and includes contributions from leading researchers in the field. Assembled in a compelling and well-organised fashion, Evolutionary Computation Based Multi-Criteria Optimization will prove beneficial for both academic and industrial scientists and engineers engaged in research and development and application of evolutionary algorithm based MCO. Packed with must-find information, this book is the first to comprehensively and clearly address the issue of evolutionary computation based MCO, and is an essential read for any researcher or practitioner of the technique.


Multi-objective Design Of Antennas Using Surrogate Models

Multi-objective Design Of Antennas Using Surrogate Models
Author: Slawomir Koziel
Publisher: World Scientific
Total Pages: 360
Release: 2016-11-18
Genre: Computers
ISBN: 1786341492

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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.


Proceeding of the International Science and Technology Conference "FarEastСon 2019"

Proceeding of the International Science and Technology Conference
Author: Denis B. Solovev
Publisher: Springer Nature
Total Pages: 1010
Release: 2020-04-13
Genre: Technology & Engineering
ISBN: 9811522448

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This book presents the proceedings of the International Science and Technology Conference “FarEastCon 2019,” which took place on October 1–4, 2019, in Vladivostok, Russian Federation. The conference provided a platform for gathering expert opinions on projects and initiatives aimed at the implementation of far-sighted scientific research and development, and allowed current theoretical and practical advances to be shared with the broader research community. Featuring selected papers from the conference, this book will be of interest to experts in various fields whose work involves developing innovative solutions and increasing the efficiency of economic activities.


Handbook of Swarm Intelligence

Handbook of Swarm Intelligence
Author: Bijaya Ketan Panigrahi
Publisher: Springer Science & Business Media
Total Pages: 538
Release: 2011-02-04
Genre: Technology & Engineering
ISBN: 364217390X

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From nature, we observe swarming behavior in the form of ant colonies, bird flocking, animal herding, honey bees, swarming of bacteria, and many more. It is only in recent years that researchers have taken notice of such natural swarming systems as culmination of some form of innate collective intelligence, albeit swarm intelligence (SI) - a metaphor that inspires a myriad of computational problem-solving techniques. In computational intelligence, swarm-like algorithms have been successfully applied to solve many real-world problems in engineering and sciences. This handbook volume serves as a useful foundational as well as consolidatory state-of-art collection of articles in the field from various researchers around the globe. It has a rich collection of contributions pertaining to the theoretical and empirical study of single and multi-objective variants of swarm intelligence based algorithms like particle swarm optimization (PSO), ant colony optimization (ACO), bacterial foraging optimization algorithm (BFOA), honey bee social foraging algorithms, and harmony search (HS). With chapters describing various applications of SI techniques in real-world engineering problems, this handbook can be a valuable resource for researchers and practitioners, giving an in-depth flavor of what SI is capable of achieving.


Parallel Problem Solving from Nature - PPSN IX

Parallel Problem Solving from Nature - PPSN IX
Author: Thomas Philip Runarsson
Publisher: Springer
Total Pages: 1079
Release: 2006-10-06
Genre: Computers
ISBN: 3540389911

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This book constitutes the refereed proceedings of the 9th International Conference on Parallel Problem Solving from Nature, PPSN 2006. The book presents 106 revised full papers covering a wide range of topics, from evolutionary computation to swarm intelligence and bio-inspired computing to real-world applications. These are organized in topical sections on theory, new algorithms, applications, multi-objective optimization, evolutionary learning, as well as representations, operators, and empirical evaluation.


Markets, State, and People

Markets, State, and People
Author: Diane Coyle
Publisher: Princeton University Press
Total Pages: 372
Release: 2020-01-14
Genre: Business & Economics
ISBN: 0691189315

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A textbook that examines how societies reach decisions about the use and allocation of economic resources While economic research emphasizes the importance of governmental institutions for growth and progress, conventional public policy textbooks tend to focus on macroeconomic policies and on tax-and-spend decisions. Markets, State, and People stresses the basics of welfare economics and the interplay between individual and collective choices. It fills a gap by showing how economic theory relates to current policy questions, with a look at incentives, institutions, and efficiency. How should resources in society be allocated for the most economically efficient outcomes, and how does this sit with society’s sense of fairness? Diane Coyle illustrates the ways economic ideas are the product of their historical context, and how events in turn shape economic thought. She includes many real-world examples of policies, both good and bad. Readers will learn that there are no panaceas for policy problems, but there is a practical set of theories and empirical findings that can help policymakers navigate dilemmas and trade-offs. The decisions faced by officials or politicians are never easy, but economic insights can clarify the choices to be made and the evidence that informs those choices. Coyle covers issues such as digital markets and competition policy, environmental policy, regulatory assessments, public-private partnerships, nudge policies, universal basic income, and much more. Markets, State, and People offers a new way of approaching public economics. A focus on markets and institutions Policy ideas in historical context Real-world examples How economic theory helps policymakers tackle dilemmas and choices


Optimization of Structural and Mechanical Systems

Optimization of Structural and Mechanical Systems
Author: Jasbir S. Arora
Publisher: World Scientific
Total Pages: 610
Release: 2007
Genre: Technology & Engineering
ISBN: 9812779671

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This book provides a discussion of the general impact of WTO membership on both sides of the Taiwan Strait, and addresses the political and economic impact on cross-Strait relations of common membership. The book begins with an introduction which analyzes the state of cross-Strait economic and political relations on the eve of dual accession to the WTO and briefly introduces the chapters which follow. The first chapter discusses the concessions made by both sides in their accession agreements and is followed by two chapters which describe the manner in which the Taiwan economy was reformed to achieve compliance as well as the specific, restrictive trade regime that was put into place to manage mainland trade. The next two chapters deal with the implications of that restrictive trade regime for the Taiwan economy in Asia and with the nature of the interactions between the two sides within the WTO. The final four chapters of the volume examine the impact of membership on four sectors of the economy: finance; agriculture; electronics and automobiles. There is a post-script which briefly covers developments since the chapters were completed.