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A design support system with case-based problem solving methodology 采用基于案例的问题解决方法的设计支持系统
Y. Nakatani, M. Tsukiyama, T. Fukuda
The authors discuss a system for the support of concept design in the development of mechanical products. The system uses a case-based problem solving methodology. The approach is based on the observation that experienced designers make new designs using knowledge of similar past cases. The design process is an iteration of decision using various kinds of knowledge such as design processes, technical decisions, and acceptability decisions. These decisions are ill-structured, and this feature makes it difficult to solve the design problem automatically. The structure of a human-computer cooperative design system is outlined.<>
探讨了机械产品开发过程中概念设计的支持系统。该系统使用基于案例的问题解决方法。这种方法是基于这样一种观察,即有经验的设计师利用过去类似案例的知识做出新的设计。设计过程是使用各种知识(如设计过程、技术决策和可接受性决策)进行决策的迭代。这些决策结构不良,这一特性使得自动解决设计问题变得困难。概述了一个人机协同设计系统的结构。
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引用次数: 2
A technique to compensate for disparate sources in evidence combination 在证据组合中补偿不同来源的一种技术
A. Mogre, R. Mclaren, J. Keller
Any decision procedure that is applied to a given problem involves both the gathering of relevant information from different sources and, when possible, accounting for the reliability of each source or group of sources. Due to insufficient knowledge, it may not be possible to isolate an unreliable or poor source of information. However, if a set of sources provides information to a decision algorithm, the effect of these sources as a group could be analyzed in terms of the relative coherence of the sources within it. A group whose sources are in agreement regarding the same decision is more reliable than one in which the individual sources supported different decisions. A measure of the unreliability of a group is its 'disparity', which could compensate for disagreement within a group. Theory and results to support this group unreliability are presented.<>
应用于给定问题的任何决策程序都涉及从不同来源收集相关信息,并在可能的情况下考虑每个来源或一组来源的可靠性。由于知识不足,可能无法隔离不可靠或不良的信息来源。但是,如果一组源向决策算法提供信息,则可以根据其中源的相对一致性来分析这些源作为一个组的影响。一个信息源在同一决策上达成一致的群体比单个信息源支持不同决策的群体更可靠。衡量一个群体不可靠的标准是它的“差异”,这可以弥补群体内部的分歧。给出了支持该群不信度的理论和结果。
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引用次数: 1
Cognitive processes of the team mind 团队思维的认知过程
M. Thordsen, G. Klein
The authors offer a perspective on team decision-making that may be fruitful for understanding some of the dynamics. The perspective is centered around the concept of a team mind with three aspects that can be studied: behavior, consciousness, and subconsciousness. These aspects are described, along with methods for studying each. The operation of the team mind is illustrated by the functioning of an airline flight crew. It is believed that the team mind concept will be helpful for introducing phenomena from cognitive psychology, e.g. limited attentional resources, the effects of emotions, workload variables, automaticity, and characteristics of working memory.<>
作者提供了一个团队决策的视角,这可能有助于理解一些动态。该视角围绕团队精神的概念,可以研究三个方面:行为、意识和潜意识。本文描述了这些方面,以及研究每个方面的方法。团队精神的运作可以通过航空公司机组人员的运作来说明。团队心理的概念有助于引入认知心理学的现象,如有限的注意力资源、情绪的影响、工作量变量、自动性和工作记忆的特征等。
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引用次数: 29
Robot navigation through obstacles of general shapes using a center-line oriented algorithm 机器人导航通过一般形状的障碍物使用中心线导向算法
Chun-Hung Lin, L. Fu
The problem of navigating a mobile robot around barriers in an unexplored terrain is studied, where all the obstacles within the terrain are not necessarily of polygonal shape or convex. A model map is used to memorize the configuration of the environment observed so far and it is updated while the robot is being navigated. With safety' as a important factor to the solution of the problem, an algorithm which tends to find a center-line path among obstacles is proposed. The case where the sensor has only limited effective range is also considered. Detailed proof is provided of the collision-free and goal-convergent properties of the algorithm.<>
研究了移动机器人在未开发地形中绕过障碍物的问题,其中地形中的所有障碍物不一定都是多边形或凸形的。模型地图用于记忆到目前为止观察到的环境配置,并在机器人导航时更新。将安全作为问题求解的重要因素,提出了一种倾向于在障碍物之间寻找中心线路径的算法。还考虑了传感器有效距离有限的情况。详细证明了该算法的无碰撞性和目标收敛性。
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引用次数: 2
Clinical electrophysiology of the eye: physiological modeling and parameter estimation 眼临床电生理:生理建模和参数估计
A. U. Meyer, E. J. Haupt, Z. Li, K. Lu, H. Louis
Electroretinography and visual evoked potential testing include a variety of useful methods for clinical diagnosis of visual system function. At the authors' institution, mathematical modeling and parameter identification are used to provide standardized quantification for electrophysiological evaluation to assist in interpretation of results. These results form the basis for evaluation of disease states such as retinal damage in diabetes and central retinal vein occlusion, as well as for establishment of contrast sensitivity parameters. Detailed descriptions are given of the visual system modeling and interpretation work at the Electrophysiology Laboratory of the Eye Inst. of New Jersey.<>
视网膜电图和视觉诱发电位测试是临床诊断视觉系统功能的多种有效方法。在作者的机构,数学建模和参数识别被用来为电生理评估提供标准化的量化,以帮助解释结果。这些结果构成了疾病状态评估的基础,如糖尿病视网膜损伤和视网膜中央静脉阻塞,以及建立对比敏感度参数。详细描述了视觉系统的建模和解释工作,在新泽西州眼研究所的电生理实验室。
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引用次数: 3
Controlling the rocket engine performance variability via probabilistic parameter analysis 利用概率参数分析控制火箭发动机性能变异性
Chin-Wen Lin
The three Space Shuttle main engines that are used to boost the Space Shuttle orbiter into space generate as much equivalent horsepower as twenty-three Hoover Dams. Due to the extreme pressures and temperatures in the combustion chambers and turbomachinery passages, a rocket engine design challenges the current technology limits of material strength and heat resistance. Meanwhile, in the hostile operational environment, the instruments experience severe impacts which limit their accuracy. An approach to robust design is proposed, aimed at identifying the optimal operating point and the key parameters.<>
用于推动航天飞机轨道器进入太空的三个航天飞机主发动机产生的马力相当于23个胡佛水坝。由于燃烧室和涡轮机械通道中的极端压力和温度,火箭发动机的设计挑战了当前材料强度和耐热性的技术极限。同时,在恶劣的作战环境中,仪器会受到严重的冲击,从而限制了其精度。提出了一种鲁棒设计方法,旨在确定最优工作点和关键参数
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引用次数: 0
Errors in abductive reasoning 溯因推理中的错误
Jane M. Fraser, P. Strohm, Jack W. Smith, J. Svirbely, S. Rudmann, Thomas Miller, J. Blazina, M. Kennedy, Philip J. Smith
Results of efforts to extract knowledge for an expert whose job is to detect the errors made by practicing technologies are examined. These errors are discussed in terms of possible cognitive biases. The example examined involves students, technologies, and experts performing antibody identification tasks in order to construct a critiquing and intelligent tutoring system.<>
为专家提取知识的努力结果,其工作是检测实践技术所造成的错误。这些错误在可能的认知偏差方面进行了讨论。该示例涉及学生、技术和专家执行抗体识别任务,以构建一个批判和智能辅导系统。
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引用次数: 11
Computer assisted analysis of electromyographic data in diagnosis of low back pain 腰痛诊断中肌电图数据的计算机辅助分析
J. Graham, A. Espinosa
A computerized system is presented to provide expert assistance to a physician in the evaluation of electromyographic findings in the clinical diagnosis of compressive radiculopathies. The system uses an object-oriented, frame-based representation of the nerve-root and muscular structure of the lower back and leg, and uses a rule-based reasoning system to interpret electromyographic findings and relate them to potential pathologies in the nerve roots in the lower spinal column. A novel feature of this research was the development of a hybrid system of Bayesian regulated belief functions and symbolic endorsements for the resolution of uncertainty in the clinical observations. This hybrid system provided quantitative estimates of the nerve pathologies. while simultaneously providing the physician with qualitative information regarding the interrelations of the clinical findings and the diagnosis.<>
一个计算机系统提出,以提供专家协助,以评估肌电图的发现,在压缩神经根病的临床诊断医师。该系统使用面向对象的框架表示下背部和腿部的神经根和肌肉结构,并使用基于规则的推理系统来解释肌电图结果,并将其与下脊柱神经根的潜在病理联系起来。本研究的一个新特点是开发了贝叶斯调节信念函数和符号背书的混合系统,用于解决临床观察中的不确定性。这种混合系统提供了神经病理的定量估计。同时为医生提供有关临床表现和诊断之间相互关系的定性信息。
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引用次数: 2
Qualitative modeling with temporal causality network and quantity network 采用时间因果网络和数量网络进行定性建模
W. Yoon
A qualitative reasoning scheme with explicit temporal expression is presented. Its aim is to develop a possible solution for the fundamental problem of temporal reasoning and ambiguity rather than to refine the existing techniques for a specific domain. The proposed system represents the system behavior in the form of a partially ordered network. Time intervals may be defined in terms of relative lengths in a quantity space. Such explicit description of temporal quantities helps reduce ambiguity in qualitative simulation. An independent quantity space management system organizes the qualitative reasoning about physical and temporal quantities.<>
提出了一种具有显式时间表达式的定性推理方案。其目的是为时间推理和歧义的基本问题开发一种可能的解决方案,而不是为特定领域改进现有技术。提出的系统以部分有序网络的形式表示系统行为。时间间隔可以根据数量空间中的相对长度来定义。这种对时间量的明确描述有助于减少定性模拟中的模糊性。一个独立的量空间管理系统组织了物理量和时间量的定性推理。
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引用次数: 0
A model of distributed team information processing under ambiguity 模糊条件下分布式团队信息处理模型
R. Mallubhatla, K. Pattipati, D. Kleinman, Zhuang-Bo Tang
Distributed information processing by a three-person team operating in a binary hypothesis-testing environment is considered. The team is hierarchical, with a primary decision-maker (DM0) and two subordinate DMs (DM1 and DM2). Given a set of measurements, the team has to decide whether a contact is a threat or a neutral. The subordinates are experts, one at detecting threats and the other at detecting neutrals. The team has access to noisy measurements from three sensors; one global, shared by all three DMs, and two local, dedicated to each of the two subordinates. The primary DM makes the final team decision based on the reports of the subordinates and the global measurement, and attaches a confidence level to the decision. A normative model for the distributed detection process is developed. The normative predictions are compared with the experimental data to identify cognitive biases of human DMs. A normative-descriptive model that accounts for these biases is developed, and is shown to provide an excellent match with the experimental data.<>
考虑了在二元假设检验环境中由三人团队操作的分布式信息处理。这个团队是分层的,有一个主要的决策者(DM0)和两个下级的决策者(DM1和DM2)。给定一组测量值,团队必须决定一个接触者是威胁还是中立。下属是专家,一个善于发现威胁,另一个善于发现中立。该团队可以从三个传感器获得噪声测量;一个全球的,由所有三个dm共享,两个本地的,分别献给两个下属。主DM根据下属的报告和全局测量做出最终的团队决策,并为决策附加一个置信度。建立了分布式检测过程的规范模型。将规范性预测与实验数据进行比较,以确定人类dm的认知偏差。一种解释这些偏差的规范描述模型被开发出来,并被证明与实验数据非常吻合。
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引用次数: 27
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Conference proceedings. IEEE International Conference on Systems, Man, and Cybernetics
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