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» Towards large scale distributed coding
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GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
15 years 3 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»
15 years 3 months 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»
15 years 3 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
15 years 4 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
15 years 3 months 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