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CDC
2008
IEEE
139views Control Systems» more  CDC 2008»
14 years 2 months ago
Iterative Risk Allocation: A new approach to robust Model Predictive Control with a joint chance constraint
Abstract— This paper proposes a novel two-stage optimization method for robust Model Predictive Control (RMPC) with Gaussian disturbance and state estimation error. Since the dis...
Masahiro Ono, Brian C. Williams
ATAL
2008
Springer
13 years 10 months ago
A coordination mechanism for swarm navigation: experiments and analysis
We present an algorithm that allows swarms of robots to navigate in environments containing unknown obstacles, moving towards and spreading along 2D shapes given by implicit funct...
Leandro Soriano Marcolino, Luiz Chaimowicz
AUSAI
2005
Springer
14 years 1 months ago
K-Optimal Pattern Discovery: An Efficient and Effective Approach to Exploratory Data Mining
Most data-mining techniques seek a single model that optimizes an objective function with respect to the data. In many real-world applications several models will equally optimize...
Geoffrey I. Webb
GECCO
2009
Springer
199views Optimization» more  GECCO 2009»
14 years 15 days ago
Using behavioral exploration objectives to solve deceptive problems in neuro-evolution
Encouraging exploration, typically by preserving the diversity within the population, is one of the most common method to improve the behavior of evolutionary algorithms with dece...
Jean-Baptiste Mouret, Stéphane Doncieux
ISORC
2005
IEEE
14 years 1 months ago
On Recent Advances in Time/Utility Function Real-Time Scheduling and Resource Management
We argue that the key underpinning of the current state-of-the real-time practice — the priority artifact — and that of the current state-of-the real-time art — deadline-bas...
Binoy Ravindran, E. Douglas Jensen, Peng Li