Evolutionary Optimization and Game Strategies for Advanced Multi Disciplinary Design is popular PDF and ePub book, written by Jacques Periaux in 2015-04-13, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Evolutionary Optimization and Game Strategies for Advanced Multi Disciplinary Design can be Read Online from any device for your convenience.
Evolutionary Optimization and Game Strategies for Advanced Multi Disciplinary Design Book PDF Summary
Many complex aeronautical design problems can be formulated with efficient multi-objective evolutionary optimization methods and game strategies. 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”. Multi objective Optimization techniques and robust design problems taking into account uncertainties are introduced and explained in detail. Several applications dealing with civil aircraft and UAV, UCAV systems are implemented numerically and discussed. Applications of increasing optimization complexity are presented as well as two hands-on test cases problems. These examples focus on aeronautical applications and will be useful to the practitioner in the laboratory or in industrial design environments. The evolutionary methods coupled with games presented in this volume can be applied to other areas including surface and marine transport, structures, biomedical engineering, renewable energy and environmental problems. This book will be of interest to students, young scientists and engineers involved in the field of multi physics optimization.
Detail Book of Evolutionary Optimization and Game Strategies for Advanced Multi Disciplinary Design PDF
- Author : Jacques Periaux
- Release : 13 April 2015
- Publisher : Springer
- ISBN : 9789401795203
- Genre : Technology & Engineering
- Total Page : 305 pages
- Language : English
- PDF File Size : 8,6 Mb
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