Development of algorithmic algebra tools to design parallel programs using heuristics

The paper proposes a new approach and a system to develop parallel algorithms based on the joint use of the algebraic-algorithmic methodology of specification and development of programs and non-algorithmic (heuristic) techniques for code generation. The algebraic part of the methodology provides th...

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Bibliographic Details
Published in:Cybernetics and systems analysis 2010-07, Vol.46 (4), p.653-659
Main Authors: Doroshenko, A. E., Kotyuk, N. V., Nikolayev, S. S., Tseytlin, G. E., Yatsenko, E. A.
Format: Article
Language:English
Subjects:
Algebra
Algorithms
Artificial Intelligence
Computer programming
Control
Cybernetics
Design
Design engineering
Dynamical systems
Dynamics
Heuristic
Linguistics
Logic
Mathematics
Mathematics and Statistics
Methodology
Methods
Optimization
Processor Architectures
Programming languages
Science
Software
Software Engineering/Programming and Operating Systems
Specifications
Studies
Systems analysis
Systems Theory
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Summary:The paper proposes a new approach and a system to develop parallel algorithms based on the joint use of the algebraic-algorithmic methodology of specification and development of programs and non-algorithmic (heuristic) techniques for code generation. The algebraic part of the methodology provides the formalized process of parallel program design through high-level algebraic-algorithmic specifications and automating transformations up to program code in a standard programming language. The heuristic part of the system is the dynamic adjustment of program code to a target platform and its optimization using self-learning code generation and heuristic technologies.
ISSN:1060-0396
1573-8337
DOI:10.1007/s10559-010-9241-y