Sciweavers

Share
AIIA
2011
Springer
8 years 6 months ago
Over-Subscription Planning with Boolean Optimization: An Assessment of State-of-the-Art Solutions
Abstract. In this work we present an assessment of state-of-the-art Boolean optimization solvers from different AI communities on over-subscription planning problems. The goal of t...
Marco Maratea, Luca Pulina
GEOINFORMATICA
2011
8 years 10 months ago
Query-aware location anonymization for road networks
Chi-Yin Chow, Mohamed F. Mokbel, Jie Bao 0003, Xua...
GECCO
2011
Springer
270views Optimization» more  GECCO 2011»
8 years 10 months ago
Geometric surrogate-based optimisation for permutation-based problems
In continuous optimisation, surrogate models (SMs) are used when tackling real-world problems whose candidate solutions are expensive to evaluate. In previous work, we showed that...
Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon
GECCO
2011
Springer
276views Optimization» more  GECCO 2011»
8 years 10 months ago
Evolution of reward functions for reinforcement learning
The reward functions that drive reinforcement learning systems are generally derived directly from the descriptions of the problems that the systems are being used to solve. In so...
Scott Niekum, Lee Spector, Andrew G. Barto
GECCO
2011
Springer
248views Optimization» more  GECCO 2011»
8 years 10 months ago
Size-based tournaments for node selection
In genetic programming, the reproductive operators of crossover and mutation both require the selection of nodes from the reproducing individuals. Both unbiased random selection a...
Thomas Helmuth, Lee Spector, Brian Martin
GECCO
2011
Springer
240views Optimization» more  GECCO 2011»
8 years 10 months ago
Collisions are helpful for computing unique input-output sequences
Computing unique input-output sequences (UIOs) from finite state machines (FSMs) is important for conformance testing in software engineering, where evolutionary algorithms (EAs)...
Chao Qian, Yang Yu, Zhi-Hua Zhou
GECCO
2011
Springer
247views Optimization» more  GECCO 2011»
8 years 10 months ago
An agent-based model of the effects of a primate social structure on the speed of natural selection
The rate of speciation is in most mammals an order of magnitude faster than in most other vertebrates. It is faster still in the social mammals. The apparent association between c...
Gideon M. Gluckman, Joanna Bryson
GECCO
2011
Springer
274views Optimization» more  GECCO 2011»
8 years 10 months ago
Fuzzy dynamical genetic programming in XCSF
—A number of representation schemes have been presented for use within Learning Classifier Systems, ranging from binary encodings to Neural Networks, and more recently Dynamical ...
Richard Preen, Larry Bull
GECCO
2011
Springer
236views Optimization» more  GECCO 2011»
8 years 10 months ago
Online, GA based mixture of experts: a probabilistic model of ucs
In recent years there have been efforts to develop a probabilistic framework to explain the workings of a Learning Classifier System. This direction of research has met with lim...
Narayanan Unny Edakunni, Gavin Brown, Tim Kovacs
GECCO
2011
Springer
232views Optimization» more  GECCO 2011»
8 years 10 months ago
Mutation rates of the (1+1)-EA on pseudo-boolean functions of bounded epistasis
When the epistasis of the fitness function is bounded by a constant, we show that the expected fitness of an offspring of the (1+1)-EA can be efficiently computed for any point...
Andrew M. Sutton, Darrell Whitley, Adele E. Howe
books