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AUSAI
2008
Springer
13 years 10 months ago
Using Gaussian Processes to Optimize Expensive Functions
The task of finding the optimum of some function f(x) is commonly accomplished by generating and testing sample solutions iteratively, choosing each new sample x heuristically on t...
Marcus R. Frean, Phillip Boyle
GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
14 years 2 months ago
An artificial immune network for multimodal function optimization on dynamic environments
Multimodal optimization algorithms inspired by the immune system are generally characterized by a dynamic control of the population size and by diversity maintenance along the sea...
Fabrício Olivetti de França, Fernand...
CDC
2010
IEEE
152views Control Systems» more  CDC 2010»
13 years 3 months ago
Optimal network topology design in multi-agent systems for efficient average consensus
The problem considered in the present article is optimal design of network topologies in multi-agent systems in order to make communication on the network as efficient as possible ...
Mohammad Rafiee, Alexandre M. Bayen
INFOCOM
2006
IEEE
14 years 2 months ago
Optimized Stateless Broadcasting in Wireless Multi-Hop Networks
— In this paper we present a simple and stateless broadcasting protocol called Dynamic Delayed Broadcasting (DDB) which allows locally optimal broadcasting without any prior know...
Marc Heissenbüttel, Torsten Braun, Markus W&a...
CDC
2008
IEEE
145views Control Systems» more  CDC 2008»
14 years 3 months ago
Optimal sensor hop selection: Sensor energy minimization and network lifetime maximization with guaranteed system performance
— In this paper we consider state estimation carried over a sensor network. A fusion center forms a local multi-hop tree of sensors and gateways and fuses the data into a state e...
Ling Shi, Karl Henrik Johansson, Richard M. Murray