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Numerical methods naturally lend themselves to an object-oriented approach. Mathematics builds high- level ideas on top of previously described, simpler ones. Once a property is demonstrated for a given concept, it can be applied to any new concept sharing the same premise as the original one, similar to the ideas of reuse and inheritance in object-oriented (OO) methodology. Few books on numerical methods teach developers much about designing and building good code. Good computing routines are problem-specific. Insight and understanding are what is needed, rather than just recipes and black box routines. Developers need the ability to construct new programs for different applications. Object-Oriented Implementation of Numerical Methods reveals a complete OO design methodology in a clear and systematic way. Each method is presented in a consistent format, beginning with a short explanation and following with a description of the general OO architecture for the algorithm. Next, the code implementations are discussed and presented along with real-world examples that the author, an experienced software engineer, has used in a variety of commercial applications. * Reveals the design methodology behind the code, including design patterns where appropriate, rather than just presenting canned solutions.* Implements all methods side by side in both Java and Smalltalk. This contrast can significantly enhance your understanding of the nature of OO programming languages.* Provides a step-by-step pathway to new object-oriented techniques for programmers familiar with using procedural languages such as C or Fortran for numerical methods.* Includes a chapter on data mining, a key application of numerical methods.
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Object-Oriented Implementation of Numerical Methods, Didier H. Besset
- Langue
- Année de publication
- 2000
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- (rigide)
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- Titre
- Object-Oriented Implementation of Numerical Methods
- Sous-titre
- An Introduction with Java & Smalltalk
- Langue
- Anglais
- Auteurs
- Didier H. Besset
- Éditeur
- Morgan Kaufmann
- Publié
- 2000
- Format
- rigide
- Pages
- 766
- ISBN10
- 1558606793
- ISBN13
- 9781558606791
- Séries
- Mots clés
- Informatique & Internet, États-Unis, Langues, Internet, Logiciel, Développement, Java, Smalltalk (Langage de Programmation)
- Description
- Numerical methods naturally lend themselves to an object-oriented approach. Mathematics builds high- level ideas on top of previously described, simpler ones. Once a property is demonstrated for a given concept, it can be applied to any new concept sharing the same premise as the original one, similar to the ideas of reuse and inheritance in object-oriented (OO) methodology. Few books on numerical methods teach developers much about designing and building good code. Good computing routines are problem-specific. Insight and understanding are what is needed, rather than just recipes and black box routines. Developers need the ability to construct new programs for different applications. Object-Oriented Implementation of Numerical Methods reveals a complete OO design methodology in a clear and systematic way. Each method is presented in a consistent format, beginning with a short explanation and following with a description of the general OO architecture for the algorithm. Next, the code implementations are discussed and presented along with real-world examples that the author, an experienced software engineer, has used in a variety of commercial applications. * Reveals the design methodology behind the code, including design patterns where appropriate, rather than just presenting canned solutions.* Implements all methods side by side in both Java and Smalltalk. This contrast can significantly enhance your understanding of the nature of OO programming languages.* Provides a step-by-step pathway to new object-oriented techniques for programmers familiar with using procedural languages such as C or Fortran for numerical methods.* Includes a chapter on data mining, a key application of numerical methods.