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Employing Computational Intelligence to Generate More Intelligent and Energy Efficient Living Spaces 被引量:2
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作者 Hani Hagras 《International Journal of Automation and computing》 EI 2008年第1期1-9,共9页
Our living environments are being gradually occupied with an abundant number of digital objects that have networking and computing capabilities. After these devices are plugged into a network, they initially advertise... Our living environments are being gradually occupied with an abundant number of digital objects that have networking and computing capabilities. After these devices are plugged into a network, they initially advertise their presence and capabilities in the form of services so that they can be discovered and, if desired, exploited by the user or other networked devices. With the increasing number of these devices attached to the network, the complexity to configure and control them increases, which may lead to major processing and communication overhead. Hence, the devices are no longer expected to just act as primitive stand-alone appliances that only provide the facilities and services to the user they are designed for, but also offer complex services that emerge from unique combinations of devices. This creates the necessity for these devices to be equipped with some sort of intelligence and self-awareness to enable them to be self-configuring and self-programming. However, with this "smart evolution", the cognitive load to configure and control such spaces becomes immense. One way to relieve this load is by employing artificial intelligence (AI) techniques to create an intelligent "presence" where the system will be able to recognize the users and autonomously program the environment to be energy efficient and responsive to the user's needs and behaviours. These AI mechanisms should be embedded in the user's environments and should operate in a non-intrusive manner. This paper will show how computational intelligence (CI), which is an emerging domain of AI, could be employed and embedded in our living spaces to help such environments to be more energy efficient, intelligent, adaptive and convenient to the users. 展开更多
关键词 Computational intelligence (CI) fuzzy systems neural networks (NNs) genetic algorithms (GAs) intelligent buildings energy efficiency.
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Computational Intelligence and Games:Challenges and Opportunities 被引量:1
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作者 Simon M.Lucas 《International Journal of Automation and computing》 EI 2008年第1期45-57,共13页
The last few decades have seen a phenomenal increase in the quality, diversity and pervasiveness of computer games. The worldwide computer games market is estimated to be worth around USD 21bn annually, and is predict... The last few decades have seen a phenomenal increase in the quality, diversity and pervasiveness of computer games. The worldwide computer games market is estimated to be worth around USD 21bn annually, and is predicted to continue to grow rapidly. This paper reviews some of the recent developments in applying computational intelligence (CI) methods to games, points out some of the potential pitfalls, and suggests some fruitful directions for future research. 展开更多
关键词 GAMES machine learning EVOLUTION temporal difference learning (TDL) neural networks n-tuple systems
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Walking aids for elderly people: a systematic overview
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作者 Zhou Huiyu Hu Huosheng Fei Minrui 《仪器仪表学报》 EI CAS CSCD 北大核心 2008年第1期216-224,共9页
Reduction of falls of elderly people has been an active research area for many years.Falls of older people can be signicantly reduced through the smart use of technologies.Such technologies can help older people to re... Reduction of falls of elderly people has been an active research area for many years.Falls of older people can be signicantly reduced through the smart use of technologies.Such technologies can help older people to regain mobility and reduce their reliance on community care services.Therefore,mobility aids,as one of the main components of these assistive technologies,are mainly discussed in this paper.Recent obstacle detection systems and mobility aids will be reviewed in this paper,where different features are explicitly addressed. 展开更多
关键词 障碍绕射 中老年人 传感器 行走辅助工具 跌倒伤
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DEPICT:A High-level Formal Language for Modeling Constraint Satisfaction Problems
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作者 Abdulwahed M.Abbas Edward P.K.Tsang Ahmad H.Nasri 《International Journal of Automation and computing》 EI 2008年第2期208-216,共9页
The past decade witnessed rapid development of constraint satisfaction technologies, where algorithms are now able to cope with larger and harder problems. However, owing to the fact that constraints are inherently de... The past decade witnessed rapid development of constraint satisfaction technologies, where algorithms are now able to cope with larger and harder problems. However, owing to the fact that constraints are inherently declarative, attention is quickly turning toward developing high-level programming languages within which such problems can be modeled and also solved. Along these lines, this paper presents DEPICT, the language. Its use is illustrated through modeling a number of benchmark examples. The paper continues with a description of a prototype system within which such models may be interpreted. The paper concludes with a description of a sample run of this interpreter showing how a problem modeled as such is typically solved. 展开更多
关键词 Constraint satisfaction problems (CSPs) and languages formal specifications typed predicate calculus language interpreter
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