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EUROGP
2007
Springer
116views Optimization» more  EUROGP 2007»
13 years 11 months ago
Genetic Programming with Fitness Based on Model Checking
Abstract. Model checking is a way of analysing programs and programlike structures to decide whether they satisfy a list of temporal logic statements describing desired behaviour. ...
Colin G. Johnson
EUROGP
2007
Springer
129views Optimization» more  EUROGP 2007»
13 years 11 months ago
Genetic Programming Heuristics for Multiple Machine Scheduling
In this paper we present a method for creating scheduling heuristics for parallel proportional machine scheduling environment and arbitrary performance criteria. Genetic programmin...
Domagoj Jakobovic, Leonardo Jelenkovic, Leo Budin
EUROGP
2007
Springer
135views Optimization» more  EUROGP 2007»
13 years 11 months ago
A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms
The ability of Genetic Programming to scale to problems of increasing difficulty operates on the premise that it is possible to capture regularities that exist in a problem environ...
Erik Hemberg, Conor Gilligan, Michael O'Neill, Ant...
EUROGP
2007
Springer
161views Optimization» more  EUROGP 2007»
13 years 11 months ago
Mining Distributed Evolving Data Streams Using Fractal GP Ensembles
A Genetic Programming based boosting ensemble method for the classification of distributed streaming data is proposed. The approach handles flows of data coming from multiple loc...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
EUROGP
2007
Springer
13 years 11 months ago
On Population Size and Neutrality: Facilitating the Evolution of Evolvability
The role of population size is investigated within a neutrality induced local optima free search space. Neutrality decouples genotypic variation in evolvability from fitness varia...
Richard M. Downing
EUROGP
2007
Springer
13 years 11 months ago
The Holland Broadcast Language and the Modeling of Biochemical Networks
Abstract. The Broadcast Language is a programming formalism devised by Holland in 1975, which aims at improving the efficiency of Genetic Algorithms (GAs) during long-term evolutio...
James Decraene, George G. Mitchell, Barry McMullin...
EUROGP
2007
Springer
104views Optimization» more  EUROGP 2007»
13 years 11 months ago
Code Regulation in Open Ended Evolution
We explore a homeostatic approach to program execution in computer systems: the “concentration” of computation services is regulated according to their fitness. The goal is to...
Lidia Yamamoto
EUROGP
2007
Springer
164views Optimization» more  EUROGP 2007»
13 years 11 months ago
The Induction of Finite Transducers Using Genetic Programming
This paper reports on the results of a preliminary study conducted to evaluate genetic programming (GP) as a means of evolving finite state transducers. A genetic programming syste...
Amashini Naidoo, Nelishia Pillay
EUROGP
2007
Springer
175views Optimization» more  EUROGP 2007»
13 years 11 months ago
Fast Genetic Programming on GPUs
As is typical in evolutionary algorithms, fitness evaluation in GP takes the majority of the computational effort. In this paper we demonstrate the use of the Graphics Processing...
Simon Harding, Wolfgang Banzhaf