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» Robust Evolution Strategies
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CEC
2005
IEEE
14 years 1 months ago
Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies
Genetic algorithms (GAs) and evolution strategies (ESs) are two widely used evolutionary algorithms. The main differences between GAs and ESs lie in their representations and varia...
Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff
ICTAI
2005
IEEE
14 years 29 days ago
Prediction of the Stock Exchange of Thailand Using Adaptive Evolution Strategies
In this paper we present a prediction process of the Stock Exchange of Thailand index using adaptive evolution strategies. The prediction process does not require the knowledge of...
Sunisa Rimcharoen, Daricha Sutivong, Prabhas Chong...
KES
2010
Springer
13 years 5 months ago
Solving real-world vehicle routing problems with time windows using virus evolution strategy
This paper proposes a new solution to the vehicle routing problem with time windows using an evolution strategy adopting viral infection. The problem belongs to the NP-hard class a...
Hitoshi Kanoh, Souichi Tsukahara
CEC
2010
IEEE
13 years 8 months ago
Evolving efficient limit order strategy using Grammatical Evolution
Trade execution is concerned with the actual mechanics of buying or selling the desired amount of a financial instrument of interest. A practical problem in trade execution is how ...
Wei Cui, Anthony Brabazon, Michael O'Neill
EVOW
2010
Springer
14 years 5 days ago
Evolving Dynamic Trade Execution Strategies Using Grammatical Evolution
Abstract. Although there is a plentiful literature on the use of evolutionary methodologies for the trading of financial assets, little attention has been paid to potential use of...
Wei Cui, Anthony Brabazon, Michael O'Neill