Evolving Intelligent Systems Selected Topics of Evolving Intelligent Systems
نویسندگان
چکیده
In this paper, some interesting characteristics of evolving intelligent systems are described. They are known as: the definition of the evolving intelligent systems, the applications, evolving pattern classification, evolving control, evolving identification, evolving prediction, and evolving optimization. For the details of the described methods, please see the references. Evolving systems, identification, pattern classification, control.
منابع مشابه
Potentials of Evolving Linear Models in Tracking Control Design for Nonlinear Variable Structure Systems
Evolving models have found applications in many real world systems. In this paper, potentials of the Evolving Linear Models (ELMs) in tracking control design for nonlinear variable structure systems are introduced. At first, an ELM is introduced as a dynamic single input, single output (SISO) linear model whose parameters as well as dynamic orders of input and output signals can change through ...
متن کاملEvolving Fuzzy Neural Networks for Adaptive, On-line Intelligent Agents and Systems
This paper discusses and illustrates one paradigm of neuro-fuzzy techniques for building on-line, adaptive intelligent agents and systems. This approach is called evolving connectionist systems (ECOS). ECOS evolve through incremental, on-line learning, both supervised and unsupervised. They can accommodate new input data including new features, new classes, etc. The ECOS framework is presented ...
متن کاملChapter 7. Evolving Connectionist and Fuzzy - Connectionist Systems: Theory and Applications for Adaptive, On-line Intelligent Systems
The paper introduces one paradigm of neuro-fuzzy techniques and an approach to building on-line, adaptive intelligent systems. This approach is called evolving connectionist systems (ECOS). ECOS evolve through incremental, online learning, both supervised and unsupervised. They can accommodate new input data, including new features, new classes, etc. New connections and new neurons are created ...
متن کاملEvolving intelligent system for the modelling of nonlinear systems with dead-zone input
In this paper, the modelling problem of nonlinear systems with dead-zone input is considered. To solve this problem, an evolving intelligent system is proposed. The uniform stability of the modelling error for the aforementioned system is guaranteed by means of a Lyapunov-like analysis. The effectiveness of the proposed technique is verified by simulations. © 2013 Elsevier B.V. All rights reser...
متن کاملIs the Role of Physicians Really Evolving Due to Non-physician Clinicians Predominance in Staff Makeup in Sub-Saharan African Health Systems?; Comment on “Non-physician Clinicians in Sub-Saharan Africa and the Evolving Role of Physicians”
Health workforce shortages in Sub-Saharan Africa are widely recognized, particularly of physicians, leading the training and deployment of Non-physician clinicians (NPCs). The paper by Eyal et al provides interesting and legitimate viewpoints on evolving role of physicians in context of decisive increase of NPCss in Sub-Saharan Africa. Certainly, in short or mid-term, NPCs will continue to be a...
متن کامل