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WSC
1998
15 years 6 months ago
Accelerated Simulation for Pricing Asian Options
When pricing options via Monte Carlo simulations, precision can be improved either by performing longer simulations, or by reducing the variance of the estimators. In this paper, ...
Felisa J. Vázquez-Abad, Daniel Dufresne
AAAI
1994
15 years 6 months ago
Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas
We describe a method for learning formulas in firstorder logic using a brute-force, smallest-first search. The method is exceedingly simple. It generates all irreducible well-form...
Steven Minton, Ian Underwood
AAAI
1990
15 years 6 months ago
Shifting Ontological Perspectives in Reasoning About Physical Systems
Commitment to an ontological perspective is a primary aspect of reasoning about the physical world. For complex analytic tasks, the ability to switch between different ontologies ...
Zheng-Yang Liu, Arthur M. Farley
GECCO
2008
Springer
157views Optimization» more  GECCO 2008»
15 years 6 months ago
Self-adaptive mutation rates in genetic algorithm for inverse design of cellular automata
Self-adaptation is used a lot in Evolutionary Strategies and with great success, yet for some reason it is not the mutation adaptation of choice for Genetic Algorithms. This poste...
Ron Breukelaar, Thomas Bäck
CEC
2010
IEEE
15 years 5 months ago
Genetic programming for Expert Systems
— Genetic programming is the usage of the paradigm of survival of the fittest in scientific computing. It is applied to evolve solutions to problems where dependencies between ...
Konrad Sickel, Joachim Hornegger