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EMO
2003
Springer
86views Optimization» more  EMO 2003»
14 years 3 months ago
No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems
Abstract. The classic NFL theorems are invariably cast in terms of single objective optimization problems. We confirm that the classic NFL theorem holds for general multiobjective ...
David Corne, Joshua D. Knowles
GECCO
2009
Springer
14 years 3 months ago
The sensitivity of HyperNEAT to different geometric representations of a problem
HyperNEAT, a generative encoding for evolving artificial neural networks (ANNs), has the unique and powerful ability to exploit the geometry of a problem (e.g., symmetries) by enc...
Jeff Clune, Charles Ofria, Robert T. Pennock
KDD
2009
ACM
191views Data Mining» more  KDD 2009»
14 years 3 months ago
Improving data mining utility with projective sampling
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
Mark Last
EUROGP
1999
Springer
14 years 2 months ago
Genetic Programming as a Darwinian Invention Machine
Genetic programming is known to be capable of creating designs that satisfy prespecified high-level design requirements for analog electrical circuits and other complex structures...
John R. Koza, Forrest H. Bennett III, Oscar Stiffe...
DEXAW
1998
IEEE
92views Database» more  DEXAW 1998»
14 years 2 months ago
Self-Configuring Components for Client-/Server-Applications
A mechanistic view of software component assembly implies exact matching and fitting of the particular components. We argue that components for large-scale software construction s...
Wolfgang Pree, Egbert Althammer, Hermann Sikora