randomized algorithm

Different from the traditional computation-based approaches, this algorithm could estimate the gradients of performance with respect to the policy parameters by simulating a single sample path, and look for an optimal ( or suboptimal) randomized stationary policy.

不同于传统的基于计算的方法，文中的算法是根据单个样本轨道的仿真来估计性能指标关于策略参数的梯度，以寻找最优（或次优）随机平稳策略。

Improvement of KARP-RABIN Randomized Strings-matching Algorithm

对KARP-RABIN串匹配随机算法的新改进

Explain the difference between a randomized algorithm and an algorithm with probabilistic inputs.

区分随机算法与随机输入的算法之间的差异.

In order to deal with the fractional solution of the relaxed integer linear programming, randomized rounding algorithm is used.

利用随机取整算法处理整数线性规划松弛整数约束后得到分数解的情况，并从理论上证明了该算法能够以较高的概率提供接近最优解的次优解。

Randomized algorithm is widely used in combinatorial optimization. Las Vegas algorithm and Monte Carlo algorithm are two important types of randomized algorithm.

随机算法在组合优化问题中具有广泛的应用，Las Vegas算法和Monte Carlo算法是主要的两类随机算法。

Alternatively, you may need to develop a new randomized algorithm to solve your problem.

或者，你可能需要开发一种新的随机算法解决你的问题。

Randomized Algorithm and Its Application in Finding Minimum Circumscribed Circle

随机化算法及其在最小外接圆求解中的应用

The minimization method is a dynamic randomized algorithm, and applied to make random case distribution in clinical research.

最小化法是一种动态随机算法，用于在临床研究中进行病例随机分配。

A Randomized Algorithm for Searching Primitive Root Modulo n

模n的原根快速查找算法