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- technical-noteJuly 2014
Distributed optimization on super computers: case study on software architecture optimization framework
GECCO Comp '14: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary ComputationPages 1125–1132https://doi.org/10.1145/2598394.2605686Nowadays advanced software systems need to satisfy large number of quality attributes at the same time. It is a very complex optimization problem which software architects must address. Evolutionary algorithms can help architects to find optimal ...
- posterJuly 2014
Assessing different architectures for evolutionary algorithms in javascript
GECCO Comp '14: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary ComputationPages 119–120https://doi.org/10.1145/2598394.2598460JavaScript (JS) is nowadays the only language that can be used to develop web-based client-server applications in both tiers, client and server. This makes it an interesting choice for developing distributed evolutionary computation experiments, but the ...
- posterJuly 2014
Universal information distance for genetic programming
GECCO Comp '14: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary ComputationPages 137–138https://doi.org/10.1145/2598394.2598440This paper presents a genotype-level distance metric for Genetic Programming (GP) based on the symmetric difference concept: first, the information contained in individuals is expressed as a set of symbols (the content of each node, its position inside ...
