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Evolutionary optimization and game strategies for advanced multi-disciplinary design : applications to aeronautics and UAV design / Jacques Periaux, Felipe Gonzalez, Dong Seop Chris Lee.
Van Pelt Library TA347.E96 P47 2015
Available
- Format:
- Book
- Author/Creator:
- Periaux, Jacques, author.
- Gonzalez, Felipe (Senior lecturer in aerospace engineering), author.
- Lee, Dong Seop Chris, author.
- Series:
- International series on intelligent systems, control and automation--science and engineering ; 75.
- International series on intelligent systems, control and automation--science and engineering ; volume 75.
- International series on intelligent systems, control and automation--science and engineering
- Language:
- English
- Subjects (All):
- Evolutionary computation.
- Game theory.
- Mathematical optimization.
- Aeronautics--Mathematics.
- Drone aircraft--Mathematics.
- Drone aircraft.
- Mathematics.
- Aeronautics.
- Physical Description:
- xxi, 305 pages : illustrations, charts ; 25 cm.
- Other Title:
- Evolutionary optimisation and game strategies for advanced multi-disciplinary design.
- Place of Publication:
- Dordrecht ; New York : Springer, [2015]
- Summary:
- This book describes the role of advanced innovative evolution tools in the solution, or the set of solutions of single or multi disciplinary optimization. These tools use the concept of multi-population, asynchronous parallelization and hierarchical topology which allows different models including precise, intermediate and approximate models with each node belonging to the different hierarchical layer handled by a different Evolutionary Algorithm. The efficiency of evolutionary algorithms for both single and multi-objective optimization problems are significantly improved by the coupling of EAs with games and in particular by a new dynamic methodology named Hybridized Nash-Pareto games.
- Contents:
- Foreword by William Fitzgibbon
- Foreword by Roland Glowinski
- Preface
- 1 Introduction
- 2 Evolutionary Methods
- 3. Multi-Objective EAs And Game Theory
- 4. Advanced Techniques for Evolutionary Algorithms (EAs)
- 5. Multidisciplinary Design Optimisation and Robust Design in Aerospace Systems
- 6. A Framework for Numerical Design and Optimization Algorithms
- 7. Single Objective Model Test Case Problems
- 8. Multi-Objective Optimization Model Test Case Problems
- 9. Robust Multi-Objective and Multi-Disciplinary Model Optimization Test Cases
- 10. Robust Airfoil Design Optimization with Morphing Techniques
- Appendix: Two "Hand-On" Examples of Optimization Problems.
- Notes:
- Includes bibliographical references.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Rosengarten Family Fund.
- Other Format:
- Electronic version: Periaux, Jacques. Evolutionary optimization and game strategies for advanced multi-disciplinary design.
- ISBN:
- 9789401795197
- 9401795193
- OCLC:
- 911198008
- Publisher Number:
- 99967371851
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