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DALT
2003
Springer
16 years 5 days ago
Modeling Interactions Using Social Integrity Constraints: A Resource Sharing Case Study
Computees are abstractions of the entities that populate global and open computing environments. The societies that they populate give an institutional meaning to their interaction...
Marco Alberti, Marco Gavanelli, Evelina Lamma, Pao...
ESSMAC
2003
Springer
16 years 5 days ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
ESSMAC
2003
Springer
16 years 5 days ago
Self-tuning Control of Non-linear Systems Using Gaussian Process Prior Models
Gaussian Process prior models, as used in Bayesian non-parametric statistical models methodology are applied to implement a nonlinear adaptive control law. The expected value of a...
Daniel Sbarbaro, Roderick Murray-Smith
ESSMAC
2003
Springer
16 years 5 days ago
Filtered Gaussian Processes for Learning with Large Data-Sets
Kernel-based non-parametric models have been applied widely over recent years. However, the associated computational complexity imposes limitations on the applicability of those me...
Jian Qing Shi, Roderick Murray-Smith, D. M. Titter...
HOLOMAS
2003
Springer
16 years 4 days ago
Integration of Automation Resources in Holonic Manufacturing Applications
Holonic and agent-based paradigms are very suitable in the development of distributed manufacturing control systems, taking advantage of their modularity, decentralization, and abi...
Paulo Leitão, Raymond Boissier, Francisco C...
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