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» Methods for Evolving Robust Programs
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POPL
2010
ACM
14 years 6 months ago
Integrating Typed and Untyped Code in a Scripting Language
Many large software systems originate from untyped scripting language code. While good for initial development, the lack of static type annotations can impact code-quality and per...
Francesco Zappa Nardelli, Jan Vitek, Johan Ös...
GECCO
2004
Springer
140views Optimization» more  GECCO 2004»
14 years 2 months ago
Keeping the Diversity with Small Populations Using Logic-Based Genetic Programming
We present a new method of Logic-Based Genetic Programming (LBGP). Using the intrinsic mechanism of backtracking in Prolog, we utilize large individual programs with redundant clau...
Ken Taniguchi, Takao Terano
INFORMS
2008
55views more  INFORMS 2008»
13 years 9 months ago
Mathematical Programming Algorithms for Two-Path Routing Problems with Reliability Considerations
Most traditional routing problems assume perfect operability of all arcs and nodes. However, when independent arc failure probabilities exist, a secondary objective must be presen...
April K. Andreas, J. Cole Smith
GECCO
2006
Springer
180views Optimization» more  GECCO 2006»
14 years 23 days ago
Improving cooperative GP ensemble with clustering and pruning for pattern classification
A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
DAC
2010
ACM
13 years 7 months ago
Non-uniform clock mesh optimization with linear programming buffer insertion
Clock meshes are extremely effective at filtering clock skew from environmental and process variations. For this reason, clock meshes are used in most high performance designs. Ho...
Matthew R. Guthaus, Gustavo Wilke, Ricardo Reis