Cellular Automata-Based Scheduling: A New Approach to Improve Generalization Ability of Evolved Rules

Authors:
Paulo Moises Vidica;Gina Maira Barbosa de Oliveira
Affiliations:
Universidade Federal de Uberlandia, Brazil;Universidade Federal de Uberlandia, Brazil
Venue:
SBRN '06 Proceedings of the Ninth Brazilian Symposium on Neural Networks
Year:
2006

Citing 0
Cited 2

Synchronous cellular automata scheduler with construction heuristic to static task scheduling in multiprocessors

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Synchronous cellular automata-based scheduler initialized by heuristic and modeled by a pseudo-linear neighborhood

Natural Computing: an international journal

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Abstract

In this work, we show the development of an adaptive algorithm based on the Ln(cosh \varepsilon) as cost function applied upon the error, called Sigmoidal Algorithm (SA). That function generates a surface which yields fast convergence along with lower ...