Modeling Techniques for Uncertain Systems
Modeling Techniques for Uncertain Systems
复制标题
不确定系统的建模技术
DOI：
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发表时间：
1994
期刊：
影响因子：
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通讯作者：
V. Veliov
中科院分区：
文献类型：
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作者：
A. Kurzhanski;V. Veliov
在过去的十年里，不确定系统的建模技术一直是IIASA动态系统项目的一个主要研究组成部分。这一卷所依据的会议的目的是提供各种传统的和最新的方法来解决在存在不确定性的情况下的系统识别、估计和控制问题。主要类型的方法反映了描述不确定性本身的两种明显自然的方式，即随机现象或集员关系。会上介绍了随机方法和确定性方法及其组合。然而，集合成员的方法构成了卷的主要部分。
论文按侧重点分为三个部分：识别、估计和控制。每一篇投稿都试图涵盖方法论问题、新问题、新方法和理论结果，以及建设性和数值技术。本书为数学家和控制工程师研究不确定系统提供了有用的信息概要。
Modeling techniques for uncertain systems has been a major research component of the Dynamic Systems Project at IIASA during the past decade. The aim of the conference on which this volume is based was to give a variety of traditional and recent approaches to the problems of systems identification, estimation, and control in the presence of uncertainty. The main types of approach reflect the two apparently natural ways of describing the uncertainty itself which are either in terms of stochastic phenomena or in terms of set-membership relations. Both the stochastic and the deterministic approaches as well as their combination were presented at the conference. However, the set-membership approach forms the major part of the volume.
The papers are divided into three parts according to their major emphasis: identification, estimation, and control. Each contribution attempts to cover methodological issues, new problems, approaches, and theoretical results, and constructive and numerical techniques. This volume provides a useful compendium of information for mathematicians and control engineers doing research on uncertain systems.