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» Heterogeneous Computing and Parallel Genetic Algorithms
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PPSN
2004
Springer
15 years 11 months ago
Learning Probabilistic Tree Grammars for Genetic Programming
Genetic Programming (GP) provides evolutionary methods for problems with tree representations. A recent development in Genetic Algorithms (GAs) has led to principled algorithms cal...
Peter A. N. Bosman, Edwin D. de Jong
IPPS
2007
IEEE
16 years 9 days ago
An Artificial Immune System for Heterogeneous Multiprocessor Scheduling with Task Duplication
In this study, we investigate the task scheduling problem in heterogeneous computing environments and propose a novel scheduling algorithm, called the Artificial Immune System wit...
Young Choon Lee, Albert Y. Zomaya
APDC
1997
15 years 7 months ago
A Parallel Algorithm for Optimal Task Assignment in Distributed Systems
' An efficient assignment of tasks to the processors is imperative for achieving a fast job turnaround time in a parallel or distributed enviornment. The assignment problem is...
Ishfaq Ahmad, Muhammad Kafil
GECCO
2005
Springer
232views Optimization» more  GECCO 2005»
15 years 11 months ago
A hardware pipeline for function optimization using genetic algorithms
Genetic Algorithms (GAs) are very commonly used as function optimizers, basically due to their search capability. A number of different serial and parallel versions of GA exist. ...
Malay Kumar Pakhira, Rajat K. De
HCW
1998
IEEE
15 years 10 months ago
Dynamic, Competitive Scheduling of Multiple DAGs in a Distributed Heterogeneous Environment
With the advent of large scale heterogeneous environments, there is a need for matching and scheduling algorithms which can allow multiple DAG-structured applications to share the...
Michael A. Iverson, Füsun Özgüner