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» Critical control of a genetic algorithm
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RTSS
2000
IEEE
15 years 4 months ago
A User-Customizable Energy-Adaptive Combined Static/Dynamic Scheduler for Mobile Applications
In portable applications, the energy consumed by OS and application tasks primarily comes from DC battery source, which is limited and imposes an upper bound to the amount of time...
Trolan C. L. Ma, Kang G. Shin
106
Voted
ICAS
2006
IEEE
139views Robotics» more  ICAS 2006»
15 years 6 months ago
Predicting Resource Demand in Dynamic Utility Computing Environments
— We target the problem of predicting resource usage in situations where the modeling data is scarce, non-stationary, or expensive to obtain. This scenario occurs frequently in c...
Artur Andrzejak, Sven Graupner, Stefan Plantikow
72
Voted
GECCO
2005
Springer
15 years 6 months ago
Evaluating GP schema in context
We propose a new methodology to look at the fitness contributions (semantics) of different schemata in Genetic Programming (GP). We hypothesize that the significance of a schem...
Hammad Majeed, Conor Ryan, R. Muhammad Atif Azad
104
Voted
GECCO
2004
Springer
114views Optimization» more  GECCO 2004»
15 years 6 months ago
Evolutionary Drug Scheduling Model for Cancer Chemotherapy
This paper presents a modified optimal control model of drug scheduling in cancer chemotherapy and a new adaptive elitist-population based genetic algorithm (AEGA) to solve it. Wo...
Yong Liang, Kwong-Sak Leung, Tony Shu Kam Mok
93
Voted
GECCO
2008
Springer
133views Optimization» more  GECCO 2008»
15 years 1 months ago
Using feature-based fitness evaluation in symbolic regression with added noise
Symbolic regression is a popular genetic programming (GP) application. Typically, the fitness function for this task is based on a sum-of-errors, involving the values of the depe...
Janine H. Imada, Brian J. Ross