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Root finding via DARTS — Dynamic Adaptive Random Target Shooting

机译：通过飞镖根查找 - 动态自适应随机目标拍摄

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Consider multi-dimensional root finding when the equations are available only implicitly via a Monte Carlo simulation oracle that for any solution returns a vector of point estimates. We develop DARTS, a stochastic-approximation algorithm that makes quasi-Newton moves to a new solution whenever the current sample size is large compared to the estimated quality of the current solution and estimated sampling error. We show that DARTS converges in a certain precise sense, and discuss reasons to expect substantial computational efficiencies over traditional stochastic approximation variations.

机译：考虑当方程式仅通过蒙特卡罗模拟Oracle icly icony alack any solution时，请考虑多维根发现返回点估计的向量。我们开发DART，一种随机逼近算法，使准牛顿在当前样本大小与当前解决方案的估计质量和估计的采样误差相比，当电流样本大小大时，使得Quasi-Newton移动到新的解决方案。我们表明，飞镖以一定的精确感染，并讨论了对传统随机近似变化的大量计算效率预期的理由。

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《Simulation Conference》|2010年||共8页
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1. ROOT FINDING VIA DARTS - DYNAMIC ADAPTIVE RANDOM TARGET SHOOTING [J] . Raghu Pasupathy, Bruce W. Schmeiser Proceedings of the Workshop on Principles of Advanced and Distributed Simulation . 2010,第CDaROM期

机译：通过飞镖进行根查找-动态自适应随机目标拍摄
2. Phase I/II dose-finding design for molecularly targeted agent: Plateau determination using adaptive randomization [J] . Marie-Karelle Riviere, Ying Yuan, Jacques-Henri Jourdan, Statistical methods in medical research . 2018,第2期

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3. Finding our roots and celebrating our shoots: Plant virology in Virology, 1955-1964 [J] . Scholthof Karen-Beth G. Virology . 2015,第Null期

机译：寻找我们的根源并庆祝我们的新芽：病毒学中的植物病毒学，1955-1964年
4. Root finding via DARTS — Dynamic Adaptive Random Target Shooting [C] . Proceedings of the 2010 Winter Simulation Conference . 2010

机译：通过DARTS寻根-动态自适应随机目标射击
5. Effect of Seasonal Nitrogen Applications on Grapevine N Status, Grape Yield and Quality, Amino-N Composition and Fermentation Dynamics for Merlot Grafted onto Two Rootstock Cultivars that Differ in Shoot Vigor [D] . Armstrong Stockert, Christine Teena Marie 2011

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6. Mechanisms of salt tolerance in habanero pepper plants (Capsicum chinense Jacq.): Proline accumulation ions dynamics and sodium root-shoot partition and compartmentation [O] . Emanuel Bojórquez-Quintal, Ana Velarde-Buendía, Ángela Ku-González, 2014

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7. Phase I/II dose-finding design for molecularly targeted agent: Plateau determination using adaptive randomization [O] . Riviere, Marie-Karelle, Yuan, Ying, Jourdan, Jacques-Henri, 2016

机译：分子靶向药物的I / II期剂量寻找设计：使用自适应随机数确定平稳期
8. Background and Target Randomization Root Mean Square (RMS) Background Matching Using a New Delta T Metric Definition. [R] . Choe, H. C., Meitzler, T., Gerhart, G. 1993

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Root finding via DARTS — Dynamic Adaptive Random Target Shooting

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