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IPSN
2010
Springer
14 years 2 months ago
Distributed genetic evolution in WSN
Wireless Sensor Actuator Networks (WSANs) extend wireless sensor networks through actuation capability. Designing robust logic for WSANs however is challenging since nodes can aļ¬...
Philip Valencia, Peter Lindsay, Raja Jurdak
GECCO
2010
Springer
150views Optimization» more  GECCO 2010»
14 years 8 days ago
Object-level recombination of commodity applications
This paper presents ObjRecombGA, a genetic algorithm framework for recombining related programs at the object ļ¬le level. A genetic algorithm guides the selection of object ļ¬le...
Blair Foster, Anil Somayaji
GECCO
2006
Springer
218views Optimization» more  GECCO 2006»
13 years 11 months ago
A survey of mutation techniques in genetic programming
The importance of mutation varies across evolutionary computation domains including: genetic programming, evolution strategies, and genetic algorithms. In the genetic programming ...
Alan Piszcz, Terence Soule
GECCO
2008
Springer
120views Optimization» more  GECCO 2008»
13 years 8 months ago
Genetic programming with polymorphic types and higher-order functions
This article introduces our new approach to program representation for genetic programming (GP). We replace the usual s-expression representation scheme by a strongly-typed ion-ba...
Franck Binard, Amy P. Felty
CORR
2011
Springer
147views Education» more  CORR 2011»
13 years 2 months ago
Human-Assisted Graph Search: It's Okay to Ask Questions
We consider the problem of human-assisted graph search: given a directed acyclic graph with some (unknown) target node(s), we consider the problem of ļ¬nding the target node(s) b...
Aditya G. Parameswaran, Anish Das Sarma, Hector Ga...