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» Continuous Optimization of Hyper-Parameters
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CEC
2008
IEEE
15 years 10 months ago
The population dynamics of Differential Evolution: A mathematical model
— Differential Evolution (DE) is well known as a simple and efficient algorithm for global optimization over continuous spaces. This article provides a simple mathematical model ...
Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Aj...
132
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WOSS
2004
ACM
15 years 9 months ago
A control-based framework for self-managing distributed computing systems
This paper describes an online control framework to design self-managing distributed computing systems that continually optimize their performance in response to changing computin...
Sherif Abdelwahed, Nagarajan Kandasamy, Sandeep Ne...
PPSN
2004
Springer
15 years 9 months ago
Distribution Tree-Building Real-Valued Evolutionary Algorithm
This article describes a new model of probability density function and its use in estimation of distribution algorithms. The new model, the distribution tree, has interesting prope...
Petr Posik
ICRA
2003
IEEE
101views Robotics» more  ICRA 2003»
15 years 9 months ago
Proprioceptive Control for a Robotic Vehicle over Geometric Obstacles
In this paper we describe a software system built to coordinate an autonomous vehicle with variable configuration ability operating in rough terrain conditions. The paper describe...
Kenneth J. Waldron, Ronald C. Arkin, Douglas Bakku...
GECCO
2003
Springer
15 years 9 months ago
Understanding EA Dynamics via Population Fitness Distributions
It is clear from the study of complex non-linear systems in general, and evolutionary algorithms (EAs) in particular, that there is no single analysis tool or technique capable of ...
Elena Popovici, Kenneth A. De Jong