共查询到18条相似文献,搜索用时 140 毫秒
1.
提出了基于遗传算法的凸多边形区域航迹规划方法,针对飞行器转弯角和边界限制的航迹约束条件,改进了航迹编码方式,采用了基于方向编码的回溯方法生成航迹;同时改进了遗传算法的交叉算子和变异算子。仿真结果表明,该方法能快速有效地完成飞行器航迹规划任务,获得符合适应度要求的优化航迹。 相似文献
2.
针对考虑回归周期、重访周期及地面站接收数据冲突等多约束条件下太阳同步回归轨道多星组网问题,开展了基于遗传算法的组网优化研究。通过分析太阳同步回归轨道运动特性与星下点的关系,构造了回归周期内轨道的访问序列,建立了卫星半长轴、相位差与太阳同步回归轨道的关系;结合组网卫星有效载荷指标参数,分析了回归周期、重访周期与访问序列的关系及极值;将组网卫星的访问序列作为优化参数,采用二进制编码方式建立综合适应度函数;设计了遗传算子并通过种群繁殖得到优化结果。仿真结果表明,该方法能够快速设计出满足约束条件的组网优化策略。 相似文献
3.
4.
5.
曲线拟合法能够精确地提取正弦信号的四个参数。但是,由于数据处理比较困难,其应用在一定程度上受到了制约。本文提出了一种基于遗传算法的求解方法,研究了算法应用中初始种群数、繁殖代数和编码方式的选取以及适应度函数的设计。实验数据表明,该方法具有全局收敛和准确度高的优点。 相似文献
6.
潘哲 《海军航空工程学院学报》2011,26(2):219-222, 228
在常值风作用下,为了使多枚反舰导弹能实施高度协同的攻击,基于遗传算法提出了一种常值风作用下的多弹协同航路规划算法.首先,分析了常值风对导弹地速及航路飞行耗时的影响;其次,重点讨论了航路的评价问题,采用了随种群进化而变化的时间协同度评价策略,并设计了相应的遗传算子;最后,通过仿真算例验证了该协同航路规划算法在常值风作用下... 相似文献
7.
8.
综合运用了一种改进的遗传算法和自适应建模技术对燃气轮机的精确特性进行寻优获取.引入自适应机制优化交叉和变异算子,同时引入模拟退火算法,使改进遗传算法能很快接近最优解,并能跳出局部最优的陷阱,在保证解的质量的同时提高了收敛的速度.针对以往自适应模型中未考虑测量参数间的线性相关性和不同的传感器测量精度对目标函数的影响等问题,采用加权方法建立了较为完备的燃气轮机自适应数学模型,应用改进遗传算法获取燃气轮机部件的精确特性,实例计算结果表明:模拟退化改进遗传算法进行的自适应建模效果更好. 相似文献
9.
10.
11.
Cooperative task assignment of multiple heterogeneous unmanned aerial vehicles using a modified genetic algorithm with multi-type genes 总被引:2,自引:1,他引:1
The task assignment problem of multiple heterogeneous unmanned aerial vehicles (UAVs), concerned with cooperative decision making and control, is studied in this paper. The heterogeneous vehicles have different operational capabilities and kinematic constraints, and carry limited resources (e.g., weapons) onboard. They are designated to perform multiple consecutive tasks cooperatively on multiple ground targets. The problem becomes much more complicated because of these terms of heterogeneity. In order to tackle the challenge, we modify the former genetic algorithm with multi-type genes to stochastically search a best solution. Genes of chromo- somes are different, and they are assorted into several types according to the tasks that must be performed on targets. Different types of genes are processed specifically in the improved genetic operators including initialization, crossover, and mutation. We also present a mirror representation of vehicles to deal with the limited resource constraint. Feasible chromosomes that vehicles could perform tasks using their limited resources under the assignment are created and evolved by genetic operators. The effect of the proposed algorithm is demonstrated in numerical simulations. The results show that it effectively provides good feasible solutions and finds an optimal one. 相似文献
12.
Satellite range scheduling with the priority constraint: An improved genetic algorithm using a station ID encoding method 总被引:1,自引:0,他引:1
Satellite range scheduling with the priority constraint is one of the most important problems in the field of satellite operation.This paper proposes a station coding based genetic algorithm to solve this problem,which adopts a new chromosome encoding method that arranges tasks according to the ground station ID.The new encoding method contributes to reducing the complexity in conflict checking and resolving,and helps to improve the ability to find optimal resolutions.Three different selection operators are designed to match the new encoding strategy,namely random selection,greedy selection,and roulette selection.To demonstrate the benefits of the improved genetic algorithm,a basic genetic algorithm is designed in which two cross operators are presented,a single-point crossover and a multi-point crossover.For the purpose of algorithm test and analysis,a problem-generating program is designed,which can simulate problems by modeling features encountered in real-world problems.Based on the problem generator,computational results and analysis are made and illustrated for the scheduling of multiple ground stations. 相似文献
13.
混合遗传算法的研究及其在压气机叶型优化设计中的应用 总被引:11,自引:5,他引:6
对混合遗传算法进行了初步研究,并以此为基础建立了压气机叶型优化设计平台。在遗传算法中引入模拟退火算法,增强了算法的局部寻优能力,提高了运行效率和优化质量。为维护群体的多样性,保证寻优的收敛,选择概率和交叉概率的设计可以随个体适应度和进化阶段的不同而自适应变化。二维叶型定义采用的是Bezier函数参数化定义方法。该方法可以较好的拟合叶型曲面,并通过少数控制点的调节灵活有效的修正叶型形面。对某压气机二维叶型的正问题数值优化结果表明本研究所建立的优化设计平台具有高效、可靠性好的特点。 相似文献
14.
15.
16.
17.
具有二进制编码的思维进化方法 总被引:4,自引:0,他引:4
模拟人类自然进化的遗传算法得到越来越多学者的重视,而且在许多领域得到非常成功的应用。众所周知,人类的思维进化比自然进化要快得多,本文利用这一思想,提出了一种模拟人类思维进化的“思维进化算法”,该方法主要由趋同与异化两种算子组成,文中针对二进制编码的思维进化方法,给出了趋同与异化算子的构造,并对其收敛性进行了分析。 相似文献
18.
混合遗传算法及其在翼型气动多目标优化设计中的应用 总被引:3,自引:0,他引:3
把基于实数编码的自适应遗传算法(SAGA)与可变容差法相结合,建立了数值优化设计中的混合遗传算法(HGA),并将其与翼型的气动分析相结合进行跨声速翼型的单目标和多目标气动优化设计。与自适应遗传算法相比,混合遗传算法的优化质量略有改善,优化效率有明显的提高。优化结果表明混合遗传算法在翼型单目标和多目标气动优化设计中是十分有效的。 相似文献