Optimal Mass Transport has emerged as an extremely fruitful mathematical framework applicable across a spectrum of domains, from robotics and machine learning to statistical mechanics. It has recently garnered considerable attention in the field of Stochastic Thermodynamics, where Optimal Mass Transport ...
固定步长(Fixed step-size):对于所有k,\alpha_k=\alpha。 最优步长(Optimal step-size):\alpha_k恰好使得g(t)最小,在极少数情况下,这可以轻易完成。 回溯(Backtracking):从初始猜测t_0>0开始,用\tau\in(0,1)迭代减少t_i=\tau t_{i-1},直到t_i被认为可接受,并设置\alpha_k=t_i,存在各种技术可...
Spatial transcriptomics aims to count the number of transcripts of a gene at distinct spatial locations in a tissue. Different techniques have different technical parameters. The tissue size can vary from a small (<1mm2) section to whole organ sections from model organisms; the number of genes c...
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IPv6 is feature-rich, building on lessons learned with IPv4. Even with all of the features included in this article series, more are still in the process of being developed and finalized. With its support of IPSec and cryptographically generating IP addresses to provide optimal anonymity and sec...
EIGRP has been extended to be network-layer-protocol independent, thereby allowing DUAL to support other protocol suites. How Does EIGRP Work? EIGRP has four basic components: Neighbor Discovery/Recovery Reliable Transport Protocol DUAL Finite State Machine ...
Tube introduction forceps are used in medical procedures to assist in passing a tube into the esophagus, especially in challenging cases such as when patients are comatose or have impaired mentation. AI generated definition based on: Essential Clinical Procedures (Second Edition), 2007 ...
Imagine you work for an ecommerce site and want to predict the optimal discount to give a user for a given product to encourage them to buy it. One of the features you might use is the average price of all the items this user has looked at in the last 30 minutes. This is anonline...
Specifically, this paper mainly discusses the following issues: (1) How to make price decision when competitive live streaming e-commerce platforms introduce and do not introduce a KOL? (2) What is the optimal introduction strategy of the KOL in competitive live streaming e-commerce platforms?
For that reason, much of the early protocol work in Web services was focused on providing end-to-end secure and reliable message delivery over arbitrary transports. For the simplest deployments in a single trust domain where a secure and reliable transport is available (e.g., TLS [TLS] over...