Hardware/Software Co-synthesis of Distributed Embedded Systems Using Genetic Programming

Authors:
Stanislaw Deniziak;Adam Gorski
Affiliations:
Cracow University of Technology, Dept. of Computer Engineering, Cracow, Poland 31-155;Cracow University of Technology, Dept. of Computer Engineering, Cracow, Poland 31-155
Venue:
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Year:
2008

Citing 11
Cited 0

Genetic programming: on the programming of computers by means of natural selection

Genetic programming: on the programming of computers by means of natural selection
Sensitivity-driven co-synthesis of distributed embedded systems

ISSS '95 Proceedings of the 8th international symposium on System synthesis
COSYN: hardware-software co-synthesis of embedded systems

DAC '97 Proceedings of the 34th annual Design Automation Conference
A path analysis based partitioning for time constrained embedded systems

Proceedings of the 6th international workshop on Hardware/software codesign
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence

Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
Hardware-Software Co-Synthesis of Distributed Embedded Systems

Hardware-Software Co-Synthesis of Distributed Embedded Systems
Hardware-software cosynthesis of multi-mode multi-task embedded systems with real-time constraints

Proceedings of the tenth international symposium on Hardware/software codesign
Genetic Programming IV: Routine Human-Competitive Machine Intelligence

Genetic Programming IV: Routine Human-Competitive Machine Intelligence
Genetic algorithms for hardware-software partitioning and optimal resource allocation

Journal of Systems Architecture: the EUROMICRO Journal
MOGAC: a multiobjective genetic algorithm for hardware-software cosynthesis of distributed embedded systems

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
SLOPES: Hardware–Software Cosynthesis of Low-Power Real-Time Distributed Embedded Systems With Dynamically Reconfigurable FPGAs

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Quantified Score

Hi-index	0.00

Visualization

Abstract

This work presents a novel approach to hardware-software co-synthesis of distributed embedded systems, based on the developmental genetic programming. Unlike the other genetic approaches where chromosomes represent solutions, in our method chromosomes represent system construction procedures. Thus, not the system architecture but the co-synthesis process is evolved. Finally a tree describing a construction of a final solution is obtained. The optimization process will be illustrated with examples. According to our best knowledge it is the first DGP approach that deals with the hardware-software co-synthesis.