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» On the Brittleness of Evolutionary Algorithms
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ISCI
2008
159views more  ISCI 2008»
15 years 6 months ago
Large scale evolutionary optimization using cooperative coevolution
Evolutionary algorithms (EAs) have been applied with success to many numerical and combinatorial optimization problems in recent years. However, they often lose their effectivenes...
Zhenyu Yang, Ke Tang, Xin Yao
PPSN
2004
Springer
15 years 11 months ago
Dynamic Routing Problems with Fruitful Regions: Models and Evolutionary Computation
Abstract. We introduce the concept of fruitful regions in a dynamic routing context: regions that have a high potential of generating loads to be transported. The objective is to m...
Jano I. van Hemert, Johannes A. La Poutré
EVOW
2009
Springer
15 years 11 months ago
Evolutionary Freight Transportation Planning
In this paper, we present the freight transportation planning component of the INWEST project. This system utilizes an evolutionary algorithm with intelligent search operations in ...
Thomas Weise, Alexander Podlich, Kai Reinhard, Chr...
CEC
2010
IEEE
15 years 7 months ago
A parallel framework for multi-objective evolutionary optimization
This work focuses on the development of a parallel framework method to improve the effectiveness and the efficiency of the obtained solutions by Multi-objective Evolutionary Algori...
Dipankar Dasgupta, David Camilo Becerra Romero, Al...
SYNASC
2006
IEEE
95views Algorithms» more  SYNASC 2006»
16 years 10 days ago
Evolutionary Support Vector Regression Machines
Evolutionary support vector machines (ESVMs) are a novel technique that assimilates the learning engine of the state-of-the-art support vector machines (SVMs) but evolves the coef...
Ruxandra Stoean, Dumitru Dumitrescu, Mike Preuss, ...