Sentence examples for set and optimization from inspiring English sources

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The training SVM classifier mainly includes initialization of the training set and optimization of parameter such as regularization parameter C, kernel parameter σ, and d of SVM.

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The set of all Pareto optimum solutions of a multi-objective optimization can be called a Pareto optimum solution set, and multi-objective optimization problems are solved by finding as many Pareto optimum solutions as possible.

Indeed, every multi-alignment approach has to address two major problems: (a) a procedure has to be defined that, in principle, associates a score to every possible alignment of any given sequence set and (b) an optimization algorithm has to be designed that finds optimal (or near-optimal) alignments relative to that scoring procedure.

The algorithm found the correct parameter set, and all 10 optimizations, in which the algorithm now performs a single, combined optimization for all variables simultaneously, thereby accounting for constraints, were completed in 37 sec on a 2.00 GHz processor with 1 GB RAM.

As the initial motor fails to achieve the target performances, design parameters are set and treated by using deterministic optimization approach.

Clustering was based on the unweighted pair-group method with averages (UPGMA), setting tolerance and optimization each at 1.5%.

Data obtained from fifteen experimental fields were used for the validation of simulation, algorithms parameters setting, and validation of optimization.

PCR efficiencies were maintained between 92 and 105% and correlation coefficients above 0.98 for each primer set during optimization and also during the real-time PCR of sample DNA.

This plan offers the choice of next day in-home set up, optimization and security for a new netbook purchase or configuration of an existing PC with an AT&T LaptopConnect card purchase.

Practical scheduling problems generally require allocation of resources in the presence of a large, diverse and typically conflicting set of constraints and optimization criteria.

Convex sets, functions, and optimization problems.

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