(329b) Efficiently Achieving Consensus by Using Time Wisely | AIChE

(329b) Efficiently Achieving Consensus by Using Time Wisely

Authors 

Malmgren, R. D. - Presenter, Northwestern University
Diermeier, D., Northwestern University
Amaral, L. A. N., Northwestern University


Recent work by Guimera et al. [1] indicates that successful collaborative networks are developed from a balance of new and old blood. To first approximation, the efficiency of these collaborative networks to reach consensus on a problem depends on (i) the difficulty of the problem addressed and (ii) the fraction of time each individual spends working on his own versus interacting with his peers. We mimic problem difficulty by the likelihood that an individual obtains the correct answer, and we model social interactions by the majority rule, which is efficient even in the presence of noise [2]. We then study the asynchronous dynamics of small-world [3], and collaborative networks [1] to quantify the efficiency of empirical collaborative networks to achieve consensus. Finally, we examine how altering the balance of new and old blood affects the efficiency of collaborative networks to reach consensus

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