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GECCO
2006
Springer
218views Optimization» more  GECCO 2006»
14 years 25 days 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
COMPSAC
2000
IEEE
14 years 1 months ago
GAPS: A Genetic Programming System
Genetic programming tackles the issue of how to automatically create a working computer program for a given problem from some initial problem statement. The goal is accomplished i...
Michael D. Kramer, Du Zhang
AIPS
2003
13 years 10 months ago
Synthesis of Hierarchical Finite-State Controllers for POMDPs
We develop a hierarchical approach to planning for partially observable Markov decision processes (POMDPs) in which a policy is represented as a hierarchical finite-state control...
Eric A. Hansen, Rong Zhou
GECCO
2004
Springer
119views Optimization» more  GECCO 2004»
14 years 2 months ago
Topological Interpretation of Crossover
Abstract. In this paper we give a representation-independent topological definition of crossover that links it tightly to the notion of fitness landscape. Building around this defi...
Alberto Moraglio, Riccardo Poli
ATS
1998
IEEE
106views Hardware» more  ATS 1998»
14 years 1 months ago
A Test Pattern Generation Algorithm Exploiting Behavioral Information
This paper aims at broadening the scope of hierarchical ATPG to the behavioral-level The main problem of using behavioral information for ATPG is the mismatch of timing models bet...
Silvia Chiusano, Fulvio Corno, Paolo Prinetto