ID 原文 译文
56648 而在同样环境下,人类却往往可以依靠直觉做出较为迅速且适宜的判断,这为我们发展新的人工智能理论解决上述问题提供了灵感. However, in a similar environment, humans can oftenmake rapid and appropriate decisions based on intuition, providing inspiration to develop new artificial intelligencetheories to solve the above problems.
56649 本文系统地对人类直觉的概念、机理、类别等内容进行论述,分析了不同学科已有相关研究进展及存在的不足. This article systematically discusses the concepts, mechanisms, categories,and other aspects of human intuition and analyzes the progress and shortcomings of existing research from differentdisciplines.
56650 在此基础上,提出了机器直觉这一新的交叉学科研究方向,并给出了实现机器直觉的基本准则,以及通过让机器实现类似甚至超过人类的直觉能力、赋予机器洞察力与创造性的研究目标. Based on this analysis, machine intuition, a new cross-disciplinary research direction, is proposed,along with its basic criteria. The objective of machine intuition research is to facilitate machines with insightand creativity abilities to ultimately achieve intuitive intelligence similar or even superior to human instincts.
56651 本文尝试设计了机器直觉的通用整体架构,确定了全息感知、直觉认知、直觉决策和博弈行动几个主要功能模块的基本原理和内涵. Moreover, this paper attempts to design the general overall architecture of machine intuition and determines thebasic principles and connotations of several main functional modules, such as holographic perception, intuitivecognition, intuitive decision-making, and game action.
56652 最后,从脑科学、认知科学、人工智能等多学科交叉研究角度,对机器直觉的应用与未来研究方向进行了展望,为后续展开机器直觉的研究提供方向性指引. Lastly, from the viewpoint of cross-disciplinary researchin brain science, cognitive science, and artificial intelligence, among others, the potential applications of machineintuition and future research directions are prospected, thus providing directional guidance for subsequent researchon machine intuition.
56653 双目标最小生成树问题是一个NP-难问题,在光缆通信、智能控制等领域有其重要的应用价值.警示传播(warning propagation, WP)算法是一种基于因子图的消息传递算法,可用于求解组合优化问题. The double-objective minimum spanning tree problem is an NP-hard problem with important application values in numerous fields such as optical cable communication and intelligent control.
56654 借助于Boltzmann机模型使一个无向图转换为因子图,将求解无向图上的双目标最小生成树问题映射为求解因子图上的对应问题,进而设计一种求解双目标最小生成树问题的警示传播算法. An undirected graphis transformed into a factor graph using the restricted Boltzmann machine, and the double-objective minimumspanning tree problem in the undirected graph is mapped into the corresponding problem in the factor graph.
56655 选取由随机数种子产生的若干随机数构造邻接矩阵,生成对应的无向图实例,数值实验结果表明,该算法优于同类算法. To construct the adjacency matrix, several random numbers generated from random number seeds are selected. Moreover, a corresponding undirected graph example is generated. Numerical experimental results indicate thatthe proposed algorithm is better than other similar algorithms.
56656 本文关注敏感数据的隐私保护问题,开展满足差分隐私的分布式Logistic回归模型研究. In this paper, we focus on the privacy protection of sensitive data and develop a distributed logistic regression that satisfies differential privacy.
56657 通过对算法输出结果加扰动,实现分布式差分隐私. Distributed differential privacy is achieved by perturbing thedistributed algorithm output.