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» Towards large scale distributed coding
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GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
14 years 1 months ago
Towards billion-bit optimization via a parallel estimation of distribution algorithm
This paper presents a highly efficient, fully parallelized implementation of the compact genetic algorithm (cGA) to solve very large scale problems with millions to billions of va...
Kumara Sastry, David E. Goldberg, Xavier Llor&agra...
DEXAW
2003
IEEE
86views Database» more  DEXAW 2003»
14 years 27 days ago
Towards an Autonomic Distributed Computing System
Increasing hardware performance of desktop computers accounts for a low-cost computing potential that is waiting to be efficiently used. However, the complexity of installation a...
Zoran Constantinescu
ICAS
2006
IEEE
143views Robotics» more  ICAS 2006»
14 years 1 months ago
Towards Autonomic Distribution of Existing Object Oriented Programs
By harnessing computational power of distributed heterogeneous resources, it is possible to build a large scale integrated system so that a centralized program is partitioned and ...
Debzani Deb, M. Muztaba Fuad, Michael J. Oudshoorn
CEC
2008
IEEE
14 years 2 months ago
Solving one-billion-bit Noisy OneMax problem using Estimation Distribution Algorithm with Arithmetic Coding
— This paper presents an algorithm which combines Estimation Distribution Algorithm with a chromosome compression scheme to solve large scale Noisy OneMax problem. The search spa...
Worasait Suwannik, Prabhas Chongstitvatana
WCRE
2003
IEEE
14 years 26 days ago
Toward an environment for comprehending distributed systems
Many modern software systems are often large, distributed, written in more than one programming language, and developed using pre-built components. This paper presents the results...
Maher Salah, Spiros Mancoridis