| 书目名称 | Evolutionary Optimization and Game Strategies for Advanced Multi-Disciplinary Design |
| 副标题 | Applications to Aero |
| 编辑 | Jacques Periaux,Felipe Gonzalez,Dong Seop Chris Le |
| 视频video | |
| 概述 | Provides a detailed description of methodologies that combine game theoretical strategy with Evolutionary Algorithms.Applications may be found in complex multi-physics optimization problems drawn from |
| 丛书名称 | Intelligent Systems, Control and Automation: Science and Engineering |
| 图书封面 |  |
| 描述 | .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 |
| 出版日期 | Book 2015 |
| 关键词 | Distributed Evolutionary Optimization; Engineering optimisation; Evolutionary Algorithms; Game strategi |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-94-017-9520-3 |
| isbn_softcover | 978-94-017-7698-1 |
| isbn_ebook | 978-94-017-9520-3Series ISSN 2213-8986 Series E-ISSN 2213-8994 |
| issn_series | 2213-8986 |
| copyright | Springer Science+Business Media B.V. 2015 |
发表于 2025-3-21 18:59:36
