By Valmir C. Barbosa
ISBN-10: 0135629683
ISBN-13: 9780135629680
This publication covers the simulation via dispensed parallel pcs of vastly parallel types of curiosity in man made intelligence and optimization, bringing jointly significant parts of present curiosity inside laptop technological know-how - allotted parallel processing and vastly parallel versions in man made intelligence and optimization. in the course of the 9 chapters a sequence of vital hugely parallel versions of computation are surveyed, together with mobile automata, Hopfield neural networks, Bayesian networks, Markov random fields, Boltzmann machines, and different "path-following" neural networks with very important functions to the answer of mathematical difficulties. Emphasis is put on the dynamic behaviour of those types, underlining the significance of discussing algorithmic and programming innovations for his or her simulation by means of parallel pcs.
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Additional info for Massively Parallel Models of Computation: Distributed Parallel Processing in Artificial Intelligence and Optimization (Ellis Horwood Series in Artif)
Sample text
Convergence creates an opportunity for new markets in which innovation Towards Multicores: Technology and Software Complexity 3 not only occurs in new types of products, but also in new kinds of business models, since traditional customers try to escalate their value chain. For example, Apple iPhone is a revolutionary product which includes a widescreen iPod, a built-in WIFI, a mobile phone, an internet communication device, and a digital camera associated to an innovative user interface. In regard to the business model, Apple not only sells iPhone hardware at a tidy profit, but also maintains complete control of its product line, collecting a percentage from telecom operators based on end-user utilization rates.
G. CORBA), along with the interactive engine, libraries and databases. Application-specific middleware is often provided by the device manufacturer. For example, ST Nomadik multimedia framework provides a programming model and an associated environment for simplified development of mobile phone applications. g. g. MediaHighway by French Canal+, Microsoft TV, NDS Core, OpenCable in US Cable market, and OpenTV Core). 3 RTOS – Drivers - System Programs An RTOS is a special-purpose operating system with the necessary features to support embedded (firm or hard) real-time applications whose correctness depends not only on the correctness of the logical result of the computation, but also on its delivery time.
G. the impressive touch screen user interface of the iPhone. Since the time evolution of such features is smaller than the current SoC design time, it is mandatory to build a SoC on top of a flexible product. In this context, products in the PC industry and embedded consumer market experience fundamental architectural changes while entering the Multicore era. The remainder of this Section examines trends in this evolution, already experienced in current PC products and application-specific embedded systems.