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IUI
1999
ACM
15 years 8 months ago
Programming by Demonstration: An Inductive Learning Formulation
Although Programming by Demonstration (PBD) has the potential to improve the productivity of unsophisticated users, previous PBD systems have used brittle, heuristic, domain-speci...
Tessa A. Lau, Daniel S. Weld
DAGSTUHL
2006
15 years 5 months ago
Similarity in Programs
Abstract. An overview of the concept of program similarity is presented. It divides similarity into two types--syntactic and semantic-and provides a review of eight categories of m...
Andrew Walenstein, Mohammad El-Ramly, James R. Cor...
EC
1998
121views ECommerce» more  EC 1998»
15 years 3 months ago
Effects of Code Growth and Parsimony Pressure on Populations in Genetic Programming
Parsimony pressure, the explicit penalization of larger programs, has been increasingly used as a means of controlling code growth in genetic programming. However, in many cases p...
Terence Soule, James A. Foster
IWPC
2010
IEEE
15 years 2 months ago
SVS, BORS, SVSi: Three Strategies to Relate Problem and Program Domains
— Program Comprehension is improved if: i) the Problem and Program Domains can be related, and ii) this relation is shown in a suitable way to the programmer. Currently, there ar...
Mario M. Beron, Maria João Varanda Pereira,...
GECCO
2009
Springer
121views Optimization» more  GECCO 2009»
15 years 10 months ago
Evolutionary algorithms and dynamic programming
Recently, it has been proven that evolutionary algorithms produce good results for a wide range of combinatorial optimization problems. Some of the considered problems are tackled...
Benjamin Doerr, Anton Eremeev, Christian Horoba, F...