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Finally, the ensemble is used for assessing the reliability of model predictions by defining a measure of convergence of model outputs (consensus) that is used as an indicator of confidence.
For each read data, VICUNA outputs consensus sequence(s) and for each consensus sequence, the multiple sequence alignment of its constituent reads.
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Then, two subspaces of the output space of swarm systems, namely an output consensus subspace and a complement output consensus subspace, are introduced.
Firstly, a distributed group output consensus protocol is designed via the energy shaping method to reach globally stability and group output consensus.
In the fourth step, only the output consensus controller is needed.
This paper deals with output consensus problem of heterogeneous multi-agent systems.
Output consensus analysis and design problems for high-order linear time-invariant swarm systems with directed interaction topologies are investigated.
Our study not only encompasses internal asymptotic output consensus, but also assures certain disturbance attenuation to the closed-loop system.
In this paper, the output consensus of a class of linear heterogeneous multi-agent systems with unmatched disturbances is considered.
Third, based on the designed surfaces, composite sliding-mode consensus protocols are proposed for both cases, which guarantee output consensus of the agents with mismatched disturbances.
Firstly, based on the observability decomposition, a dynamic output feedback consensus protocol is proposed, which makes singular multi-agent systems satisfy some separation principle and can simplify admissible output consensus design problems.
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