PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. While traditional approaches to machine learning are sensitive to highdimensional state and action spaces, this paper demonstrates how an indirectly encoded neurocontroll...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Solutions calculated by Evolutionary Algorithms have come to surpass exact methods for solving various problems. The Rubik’s Cube multiobjective optimization problem is one such ...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. Wireless Sensor Networks (WSN) have been studied intensively for various applications such as monitoring and surveillance. Sensor deployment is an essential part of WSN, ...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. The rooted delay-constrained minimum spanning tree problem is an NP-hard combinatorial optimization problem arising for example in the design of centralized broadcasting ...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Existing privacy-preserving evolutionary algorithms are limited to specific problems securing only cost function evaluation. This lack of functionality and security prevents thei...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. In recent years, there has been a growing interest in addressing dynamic optimization problems (DOPs) using evolutionary algorithms (EAs). Several approaches have been de...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
In this paper we present the Dinosaur Hypothesis, which states that the behaviour of a market never settles down and that the population of predictors continually co-evolves with t...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
This paper reveals the surprising result that a single-parent non-elitist evolution strategy (ES) can be locally faster than the (1+1)-ES. The result is brought about by mirrored s...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Recombination (also called crossover) operators are widely used in EAs to generate offspring solutions. Although the usefulness of recombination has been well recognized, theoretic...