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Evolutionary Optimization and Game Strategies for Advanced Multi-Disciplinary Design

Part of the Intelligent Systems, Control and Automation: Science and Engineering Book Series (volume 75)

DOI: 10.1007/978-94-017-9520-3

ISBN: 978-94-017-9519-7

Publisher: Springer Netherlands - Springer Journals

Apr 14, 2015

1 - 10 of 10 Chapters

Available

Introduction

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 1 –8

[The content of this book describes algorithms and applications of robust evolutionary methods for multi-objective and multi-disciplinary design problems in aeronautics and UAV design. The chapters cover methods that couple robust evolutionary optimisers, parallel computing, asynchronous...
Available

Evolutionary Methods

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 9 –20

[In this chapter we will refer quite often to the book of M. Mitchell. The reader will consult this biology inspired material for further details. The idea of mimicking Evolution as an optimisation tool for engineering problems appeared in the late 50s and early 60s. The concept was to evolve a...
Available

Multi-Objective EAs And Game Theory

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 21 –38

[The traditional way to address the problem of multiple objective optimization is to associate a scalar objective, generally obtained through some linear combination of weighted objectives. Such an approach may be of interest in some cases—particularly if the weight of each criterion is known...
Available

Advanced Techniques for Evolutionary Algorithms (EAs)

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 39 –52

[One of the main drawbacks of EAs is the CPU time needed due to many expensive fitness function evaluations of candidate solutions. For this reason it is necessary to introduce advanced techniques. This chapter describes techniques including distributed and parallel EAs, hierarchical EAs,...
Available

Multidisciplinary Design Optimisation and Robust Design in Aerospace Systems

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 53 –68

[The evolution of aerospace systems has progressed rapidly and the type of problems that engineers are faced with is becoming more and more complex each year. The traditional phases of conceptual preliminary and detailed design have now been complemented with the need to integrate more than one...
Available

A Framework for Numerical Design and Optimization Algorithms

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 69 –87

[As described in the previous chapter, design and optimization in aeronautics are complex tasks due to nonlinearity, multi-objective, multi-disciplinary considerations involved in the optimization procedure. In order to handle the level of complexity of the design problem it is desirable to...
Available

Single Objective Model Test Case Problems

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 89 –121

[There are a number of engineering optimization problems that are single-objective or can be represented by a weighted sum if the weights are known in advance. Inverse design including reconstruction problems are also another type of single-objective problems. This chapter illustrates the...
Available

Multi-Objective Optimization Model Test Case Problems

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 123 –194

[In this chapter, applications solved by EAs software and advanced EAs software introduced in previous chapters and dealing with six (6) multi-objective design optimization problems are described. Different MOEAs are used and the efficiency of their optimizers are compared.]
Available

Robust Multi-Objective and Multi-Disciplinary Model Optimization Test Cases

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 195 –264

[All previous chapters considered solutions of design optimisation ‘at fixed design’ conditions. However as discussed in Chap. 4, there are many situations in engineering where a design does not operate at ‘fixed design’ points due to uncertainties in values of manufacturing or operational...
Available

Robust Airfoil Design Optimization with Morphing Techniques

Periaux, Jacques; Gonzalez, Felipe; Lee, Dong Seop Chris

Pages: 265 –284

[It is well known that morphing aircraft can change its shape for mission agility and control of flight. The main advantage of a morphing airfoil is its integrated shape control into an airfoil smart structure.]

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