Sciweavers

EVOW
2010
Springer
13 years 10 months ago
Markov Chain Models for Genetic Algorithm Based Topology Control in MANETs
Abstract. We analyze the convergence properties of our force based genetic algorithm(fga) as a decentralized topology control mechanism distributed among software agents. fga guide...
Cem Safak Sahin, Stephen Gundry, Elkin Urrea, M. &...
EVOW
2010
Springer
13 years 10 months ago
Memory Design for Constrained Dynamic Optimization Problems
A proposal for a memory design is given that is suitable for solving constrained dynamic optimization problems by an evolutionary m. Based on ideas from abstract memory, two scheme...
Hendrik Richter
EVOW
2010
Springer
13 years 10 months ago
Social Learning Algorithms Reaching Nash Equilibrium in Symmetric Cournot Games
Mattheos K. Protopapas, Francesco P. Battaglia, El...
EVOW
2010
Springer
13 years 11 months ago
Fitness Distance Correlation and Search Space Analysis for Permutation Based Problems
Abstract. The fitness distance correlation (FDC) as a measure for problem difficulty was first introduced by Forrest and Jones. It was applied to many binary coded problems. This...
Botond Draskoczy
EVOW
2010
Springer
13 years 11 months ago
A Local Search Appproach for Transmembrane Segment and Signal Peptide Discrimination
Discriminating between secreted and membrane proteins is a challenging task. This is particularly true for discriminating between transmembrane segments and signal peptides because...
Sami Laroum, Dominique Tessier, Béatrice Du...
EVOW
2010
Springer
13 years 11 months ago
Investigating the Local-Meta-Model CMA-ES for Large Population Sizes
For many real-life engineering optimization problems, the cost of one objective function evaluation can take several minutes or hours. In this context, a popular approach to reduce...
Zyed Bouzarkouna, Anne Auger, Didier Yu Ding
EVOW
2010
Springer
13 years 11 months ago
Adaptive Noisy Optimization
In this paper, adaptive noisy optimization on variants of the noisy sphere model is considered, i.e. optimization in which the same algorithm is able to adapt to several frameworks...
Philippe Rolet, Olivier Teytaud
EVOW
2010
Springer
13 years 11 months ago
A New Selection Ratio for Large Population Sizes
Abstract. Motivated by parallel optimization, we study the SelfAdaptation algorithm for large population sizes. We first show that the current version of this algorithm does not r...
Fabien Teytaud
EVOW
2010
Springer
13 years 11 months ago
Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search
Monte Carlo Tree Search is a recent algorithm that achieves more and more successes in various domains. We propose an improvement of the Monte Carlo part of the algorithm by modify...
Arpad Rimmel, Fabien Teytaud
EVOW
2010
Springer
13 years 11 months ago
Evolving Individual Behavior in a Multi-agent Traffic Simulator
Abstract. In this paper, we illustrate the use of evolutionary agents in a multiagent system designed to describe the behavior of car drivers. Each agent has the selfish objective ...
Ernesto Sánchez, Giovanni Squillero, Albert...