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GECCO
2009
Springer
15 years 8 months ago
A hybrid GA-PSO fuzzy system for user identification on smart phones
Muhammad Shahzad, Saira Zahid, Muddassar Farooq
GECCO
2009
Springer
15 years 8 months ago
Evolving heuristically difficult instances of combinatorial problems
When evaluating a heuristic for a combinatorial problem, randomly generated instances of the problem may not provide a thorough exploration of the heuristic's performance, an...
Bryant A. Julstrom
ICANNGA
2007
Springer
161views Algorithms» more  ICANNGA 2007»
15 years 8 months ago
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
Marek Kretowski, Marek Grzes
GECCO
2009
Springer
137views Optimization» more  GECCO 2009»
15 years 8 months ago
Efficient natural evolution strategies
Efficient Natural Evolution Strategies (eNES) is a novel alternative to conventional evolutionary algorithms, using the natural gradient to adapt the mutation distribution. Unlike...
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Sch...
ICANNGA
2007
Springer
184views Algorithms» more  ICANNGA 2007»
15 years 8 months ago
Automatic Synthesis for Quantum Circuits Using Genetic Algorithms
Abstract. This paper proposes an automated quantum circuit synthesis approach, using a genetic algorithm. We consider the circuit as a successive rippling of the so-called gate sec...
Cristian Ruican, Mihai Udrescu, Lucian Prodan, Mir...