讲座题目：永利yl23411学术讲座：From system modeling to granular system modeling: methodological and algorithmic aspects

讲座人: Witold Pedrycz 加拿大皇家科学院院士

讲座时间：9:30-11:30

讲座日期：2015-8-14

讲座地点：长安校区 图书馆西副楼学术报告厅

主办单位：永利yl23411、图书馆

讲座内容简介：

The objective of this talk to develop a way of enriching existing practices of system modeling, which typically result in numeric constructs, and make the existing models becoming more in rapport with real world by forming granular models.

In this development, we involve one of the key paradigms of Granular Computing, namely an optimal allocation of information granularity, to deliver conceptual and algorithmic enhancements to system modeling.

Two categories of problems of allocation of information granularity are studied. In the first one, information granularity is distributed across the parameters of the existing model. In the second category of problems, information granularity becomes associated with input variables. In both cases, it is demonstrated how the resulting granular constructs augment the existing models and in which way they help realize a holistic way of evaluation of the original models on which their granular counterparts have been formed.

The general facet of the proposed approach is underlined; we highlight that it could be readily applied to a variety of existing models as well as invoke various formalisms of information granules (intervals, fuzzy sets, rough sets, probabilities, etc.)

讲座人简介：

Witold Pedrycz博士是加拿大阿尔伯塔大学电子与计算机工程系的教授，也是加拿大智能计算首席首席科学家（Canadian Research Chair），是该领域国际著名科学家。2009年，Pedrycz博士当选波兰科学院外籍院士；并于2012年当选加拿大皇家科学院院士。他是IFSA Fellow, IEEE Fellow。主要研究方向涉及计算智能、模糊建模与粒度计算、数据挖掘、模糊控制、模式识别、知识神经网络、关系处理和软件工程等诸多领域，并且在上述领域发表了大量的学术论文，在计算机智能与软件工程等领域著有15本研究专著。Pedrycz博士是国际著名杂志Information Sciences和IEEE Transactionson Systems, Man, and Cybernetics - Part A等杂志的主编，IEEE Transactionson Fuzzy Systems, IEEE Transactionson Neural Networks以及多个国际著名杂志的编委。2007年，获得IEEE Norbert Wiener Award，该奖是IEEESMCS协会颁发的最高技术成就奖。2009年，获得Soft Computing领域国际最高奖Cajastur Prize，还获得了IEEE加拿大计算机工程勋章等。