عنوان

Evolutionary optimization and game strategies for advanced multi-disciplinary design : applications to aeronautics and UAV design

شماره استاندارد

electronic

عنوان اصلي

Evolutionary optimization and game strategies for advanced multi-disciplinary design : applications to aeronautics and UAV design

محل نشرو پخش و غیره

Dordrecht

نام ناشر، پخش کننده و غيره

Springer

تاریخ نشرو بخش و غیره

2015

نام خاص و کميت اثر

305 p

عنوان فروست

International series on intelligent systems, control and automation--science and engineering ; volume 57

متن يادداشت

Includes bibliographical references

متن يادداشت

Jacques Periaux, Felipe Gonzalez, Dong Seop Chris Lee

متن يادداشت

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

عنصر شناسه ای

، Evolutionary computation

عنصر شناسه ای

، Game theory

عنصر شناسه ای

، Mathematical optimization

شماره رده

کد نقش

AU

عنصر شناسه اي

AU Periaux, Jacques author

عنصر شناسه اي

AU Gonzalez, Felipe author

عنصر شناسه اي

AU Lee, Dong Seop Chris author