通过理论分析和实验验证,证明了该方法能够提高遗传算法对大搜索空间问题的搜索能力。
The theoretical analysis and experiments show that this method can enhance the search ability of genetic algorithms in solving problems with large search space.
将主从式并行遗传算法应用于托卡马克等离子体平衡位形优化问题,这是一个工程中实际存在的大搜索空间优化问题。
The optimization of tokamak plasma equilibrium shape, which is considered as a problem with large search space, is solved using master-slave PGAs.
遗传算法虽然具有良好的全局搜索能力,但对于局部空间的搜索问题不是很有效。
Although the algorithm has good global search capability, but for the local search space problem is not very effective.
为解决空间网格结构模态测试中的传感器位置优化布置问题,提高采集数据信息的完备性,采用遗传算法优化传感器布置位置。
The genetic algorithms was adopted to optimize sensor placement and enhance completeness of the test data in the space grid structure modal test.
针对路径规划以及碰撞检测这一研究的重点问题,提出了C 空间法、人工势力场法、遗传算法等。
Path planning and collision examining are the focuses of researches, and many algorithms have been put forward, such as C-space method, potential field method and genetic method etc.
实践证明,遗传算法作为现代最优化的手段,它应用于大规模、复杂空间领域离散值情况下的全局最优化问题是合适的。
The practice proved that GA is an optimized method of the modern. It is appropriate to be used in large-scale and complex discrete space GlobalOptimization.
介绍了一些用于解决堆场空间分配问题的算法,如模拟退火、遗传算法、禁忌算法等。
Introduced a number of algorithms to solve the problem of yard space allocation, such as simulated annealing, genetic algorithms, tabu algorithms.
遗传算法求解有约束组合优化问题是对目标函数在整个遗传空间中搜索满足约束条件的可行解。
GA to solve constrained optimization problem is searching the feasibility answers satisfied the constraint condition in the global genetic type space.
通过对遗传算法编码方法的改进和对辐射型网络的修复,合理的排除了大量的不可行解,解决了遗传算法计算时间长、搜索空间大的问题,提高了程序的计算速度。
The paper improved the coding mode and repaired the radial pattern networks, so breeds out the infeasible solution reasonably, tails off the search space and boosts the procedure's calculating speed.
通过对遗传算法编码方法的改进和对辐射型网络的修复,合理的排除了大量的不可行解,解决了遗传算法计算时间长、搜索空间大的问题,提高了程序的计算速度。
The paper improved the coding mode and repaired the radial pattern networks, so breeds out the infeasible solution reasonably, tails off the search space and boosts the procedure's calculating speed.
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