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» On Genetic Algorithms and Lindenmayer Systems
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GECCO
2007
Springer
170views Optimization» more  GECCO 2007»
15 years 8 months ago
An evolutionary keystroke authentication based on ellipsoidal hypothesis space
Keystroke authentication is a biometric method utilizing the typing characteristics of users. In this paper, we propose an evolutionary method for stable keystroke authentication....
Jae-Wook Lee, Sung-Soon Choi, Byung Ro Moon
HICSS
2006
IEEE
97views Biometrics» more  HICSS 2006»
15 years 8 months ago
Dynamically Optimizing Parameters in Support Vector Regression: An Application of Electricity Load Forecasting
This study develops a novel model, GA-SVR, for parameters optimization in support vector regression and implements this new model in a problem forecasting maximum electrical daily...
Chin-Chia Hsu, Chih-Hung Wu, Shih-Chien Chen, Kang...
GECCO
2005
Springer
137views Optimization» more  GECCO 2005»
15 years 7 months ago
Constant generation for the financial domain using grammatical evolution
This study reports the work to date on the analysis of different methodologies for constant creation with the aim of applying the most advantageous method to the dynamic real wor...
Ian Dempsey
GECCO
2005
Springer
140views Optimization» more  GECCO 2005»
15 years 7 months ago
Stock prediction based on financial correlation
In this paper, we propose a neuro-genetic stock prediction system based on financial correlation between companies. A number of input variables are produced from the relatively h...
Yung-Keun Kwon, Sung-Soon Choi, Byung Ro Moon
ICMLC
2005
Springer
15 years 7 months ago
Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation
A novel method of Interactive Evolutionary Computation (IEC) for the design of microelectromechanical systems (MEMS) is presented. As the main limitation of IEC is human fatigue, a...
Raffi R. Kamalian, Ying Zhang, Hideyuki Takagi, Al...