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» An Introduction to Evolutionary Programming
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IWPSE
2005
IEEE
15 years 3 months ago
EvoLens: Lens-View Visualizations of Evolution Data
Visualizing software evolution is essential for identifying design erosions that have occurred over the past releases. Making evolutionary aspects explicit via visual representati...
Jacek Ratzinger, Michael Fischer, Harald Gall
102
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ATAL
2005
Springer
15 years 2 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
GECCO
2005
Springer
140views Optimization» more  GECCO 2005»
15 years 2 months ago
CGP visits the Santa Fe trail: effects of heuristics on GP
GP uses trees to represent chromosomes. The user defines the representation space by defining the set of functions and terminals to label the nodes in the trees, and GP searches t...
Cezary Z. Janikow, Christopher J. Mann
OOPSLA
2004
Springer
15 years 2 months ago
Modeling event driven applications with a specification language (MEDASL)
Radio Frequency Identification (RFID) technology provides the means to track any object, any time, anywhere with Electronic Product Codes (EPC). A major consequence of this techno...
Murali Kaundinya, Ali Syed
GECCO
2009
Springer
145views Optimization» more  GECCO 2009»
15 years 2 months ago
Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences
Optimizing the hypervolume indicator within evolutionary multiobjective optimizers has become popular in the last years. Recently, the indicator has been generalized to the weight...
Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart...