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» Computational complexity and evolutionary computation
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114
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NSDI
2008
15 years 7 months ago
NetComplex: A Complexity Metric for Networked System Designs
The systems and networking community treasures "simple" system designs, but our evaluation of system simplicity often relies more on intuition and qualitative discussion...
Byung-Gon Chun, Sylvia Ratnasamy, Eddie Kohler
123
Voted
PPSN
2004
Springer
15 years 10 months ago
Exploring the Evolutionary Details of a Feasible-Infeasible Two-Population GA
Abstract. A two-population Genetic Algorithm for constrained optimization is exercised and analyzed. One population consists of feasible candidate solutions evolving toward optimal...
Steven Orla Kimbrough, Ming Lu, David Harlan Wood
IPPS
1998
IEEE
15 years 9 months ago
An Evolutionary Approach to Multiprocessor Scheduling of Dependent Tasks
The scheduling of application tasks is a problem that occurs in all multiprocessor systems. This problem becomes even more complicated if the tasks are not independent but are inte...
Roman Nossal
159
Voted
IPPS
1998
IEEE
15 years 9 months ago
A Parallel Evolutionary Algorithm for the Vehicle Routing Problem with Heterogeneous Fleet
Abstract. Nowadays genetic algorithms stand as a trend to solve NPcomplete and NP-hard problems. In this paper, we present a new hybrid metaheuristic which uses Parallel Genetic Al...
Luiz Satoru Ochi, Dalessandro Soares Vianna, L&uac...
APCHI
2004
IEEE
15 years 8 months ago
Evolutionary Approaches to Visualisation and Knowledge Discovery
Haiku is a data mining system which combines the best properties of human and machine discovery. An self organising visualisation system is coupled with a genetic algorithm to prov...
Russell Beale, Andy Pryke, Robert J. Hendley