Previous work in the literature has mostly concentrated on the minimal wavelength assignment or the minimal add/drop wavelength assignment problem at the optical layer.
On the other hand, most previous related methods seek the minimal-energy assignments (using max-product BP) (Yanover and Weiss, 2003; Yanover et al., 2006) or utilize the sum product beliefs (Kamisetty et al., 2007) or pruning methods (Lilien et al., 2005) to approximate the free energy for a single protein sequence.
This is not surprising, since the problem is formally equivalent to finding a minimal truth assignment of literals in an instance of the propositional satisfiability problem HORN-SAT, and it is well known that the latter can be solved by fast (linear-time) algorithms, such as 'unit propagation'.
Participants were excluded on the basis of having incorrect sex assignments; minimal or excessive heterozygosity (<0.32 and >0.345 for the Sanger data and <0.31 and >0.33 for the LabCorp data); disproportionate levels of individual SNP missingness (>3%); evidence of cryptic relatedness (>10% IBD) and being of non-European ancestry.
Individual samples were excluded on the basis of incorrect gender assignment, minimal or excessive heterozygosity, high levels of missingness or cryptic relatedness.
Combining multiple experiments from multiple machines should provide a wealth of data that can be combined to improve the overall coverage of phosphoproteome identification with minimal degradation in assignment quality.
For example, prioritizing training my team members on critical operational tasks will increase their confidence and ability to complete assignments with minimal oversight while providing me with more opportunities to focus on research and development in support of our program strategy.
RANDOM assignment incurs minimal cost and was used as a lower bound on the channel assignment performance in terms of percentage of removed interference.
In this article, we consider the problem of designing a contact plan that can provide fairness in link assignment and minimal all-to-all route delay; therefore, achieving equal contact opportunities while favoring end-to-end traffic latency.
As a consequence, finding an assignment with minimal adjacent channel interference is equivalent to finding a shortest tour visiting all vertices in the constructed graph.
In future, similar minimal panels of maximum assignment power could be developed from current studies and tailored to specific regional management issues.
