Pattern object-oriented architecture for Multirate Integration Methods

Sansalvador, Julio César Pérez; Gómez, Gustavo Rodríguez; Hernández, Saúl E. Pomares

doi:10.1109/conielecomp.2011.5749354

Cited by 5 publications

(1 citation statement)

References 6 publications

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“…• Works that find, create and specify new scientific software patterns, see Table 2. [11] Particle in cell simulation Sansalvador et al 2011, [30] Multirate integration methods Rouson et al 2011, [34] Multiphysics Modeling Barbieri et al 2012, [2] Matrix Computations Filippone et al 2012, [14] Matrix Computations Barrera et al 2017, [4] Newton-type methods software…”

Section: Software Design Patterns and Scientific Software Developmentmentioning

confidence: 99%

Software System Design based on Patterns for Newton-Type Methods

Barrera,

Gómez,

Sansalvador

et al. 2019

Preprint

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A wide range of engineering applications uses optimisation techniques as part of their solution process. The researcher uses specialized software that implements well-known optimisation techniques to solve his problem. However, when it comes to develop original optimisation techniques that fit a particular problem the researcher has no option but to implement his own new method from scratch. This leads to large development times and error prone code that, in general, will not be reused for any other application. In this work, we present a novel methodology that simplifies, fasten and improves the development process of scientific software. This methodology guide us on the identification of design patterns. The application of this methodology generates reusable, flexible and high quality scientific software. Furthermore, the produced software becomes a documented tool to transfer the knowledge on the development process of scientific software. We apply this methodology for the design of an optimisation framework implementing Newton's type methods which can be used as a fast prototyping tool of new optimisation techniques based on Newton's type methods. The abstraction, re-useability and flexibility of the developed framework is measured

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