Scientific software systems : based on the proceedings of the International Symposium on Scientific Software and Systems, held at Royal Military College of Science, Shrivenham, July 1988

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Scientific software systems : based on the proceedings of the International Symposium on Scientific Software and Systems, held at Royal Military College of Science, Shrivenham, July 1988

edited by J.C. Mason and M.G. Cox

Chapman and Hall, 1990

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Includes bibliographical references

内容説明・目次

内容説明

The main aim of this book is to present a broader view of scientific software than has been common in the past. The provision of scientific software is no longer a matter of just writing 'good computer programs', but rather it is concerned with the development of an integrated software system wI-,ich offers the user facilities which approach all that he needs in terms of speed, accuracy and convenience. This means that due account must, for example, be taken of the high-speed computing capabilities of parallel processors, the exact computing features of symbolic mathematical systems, the presentational potentialities of computer graphics, and the advisory aspects of knowledge-based and expert systems. When suites of numerical software programs or routines are supported by such ranges of facilities, then they can be justly described as 'scientific software systems', and that is why we have adopted such a title here. The assembly of this book was a direct consequence of the running of a one-day international symposium, with the same broad aim of advocating a 'systems approach', under the title 'Scientific Software and Systems'. This Symposium was held at the Royal Military College of Science (RMCS) in Shrivenham on July 11, 1988 and was attended by 85 people. A very busy but most enjoyable day included invited talks, poster presentations and demonstrations of software products, not to mention various social activi- ties.

目次

One Software Developments Introduction.- Scientific software in Ada.- Linear algebra support modules for approximation and other software.- Packages for solving almost block diagonal linear systems arising in spline collocation at Gaussian points with monomial basis functions.- Developments in the NAG library software for parabolic equations.- Recent developments in mathematical software at IMSL.- Two Processing Techniques: parallel processing, neural networks, and computer arithmetic Introduction.- Scientific library software for highly parallel computers.- Fortran 8x features and the exploitation of parallelism.- An introduction to neural networks.- Algorithms for the elementary functions in level-index arithmetic.- Three Symbolic and Exact Computation Introduction.- Symbolic algebra systems in teaching and research.- Recent developments in automatic differentiation.- An efficient algorithm for the generation of homogeneous harmonic polynomials.- Four Software Enhancements: computer graphics and expert systems Introduction.- Computer graphics for scientific computing.- What do we mean by expert systems?.- Expert systems for numerical software.- Numerical problem-solving environments - current and future trends.- An advisory expert system for curve and surface fitting.

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