Interactive programming and automated mathematics

M. Klerer
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引用次数: 1

Abstract

The theme of these symposium proceedings is Interactive Systems for Experimental Applied Mathematics. Certainly, there can be little confusion about the basic meaning or broad fundamentals of applied mathematics. However, questions as to the value of the experimental approach toward mathematics are an entirely different matter. The present state-of-the-art is so scant in empirical or theoretical guidelines that this approach must be acknowledged as an expression of faith that a computer, used to explore ill-defined mathematical constructs and problems, might yield powerful insights and a fruitful methodology. The term interactive is difficult to define and I cannot pretend that I fully understand the relevance of the term as applied to some specific systems. However, in some sense, we would suppose that what we mean is close to the definition used by the physicist. When two effects interact, they do so in a nonseparable and usually nonlinear way. Usually, the effect of the interaction is that the whole is not simply equal to the sum of its parts, and that the characteristics of the interacted system can be surprisingly different from the qualities of its constituent parts. Therefore, in the man-machine interaction, we would expect more than in the old process of inputting a well-formulated set of directions with the machine performing in its capacity as an idiot savant. Obviously we can expect that any serious attempt at man-machine interaction will involve on-line response. However, I would not entirely exclude the possibility that significant interaction can occur off-line.
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交互式编程和自动化数学
本次会议的主题是实验应用数学的交互系统。当然,对于应用数学的基本含义或广泛的基础知识,很少会有混淆。然而,关于实验方法对数学的价值的问题是完全不同的事情。目前的技术水平缺乏经验或理论指导,因此必须承认这种方法是一种信念的表达,即用于探索定义不清的数学结构和问题的计算机可能会产生强大的见解和富有成效的方法。“互动”这个词很难定义,我不能假装自己完全理解这个词与某些特定系统的相关性。然而,在某种意义上,我们会假设我们的意思接近于物理学家使用的定义。当两种效应相互作用时,它们以不可分离且通常是非线性的方式相互作用。通常,相互作用的结果是,整体并不简单地等于其各部分的总和,相互作用的系统的特征可能与其组成部分的质量惊人地不同。因此,在人机交互中,我们期望的不仅仅是输入一套精心制定的指令,而是让机器发挥其白痴专家的能力。显然,我们可以预期,任何认真的人机交互尝试都将涉及在线响应。然而,我不会完全排除离线发生重要交互的可能性。
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