The complexity of the biclustering problem depends on the exact problem formulation, and particularly on the merit function used to evaluate the quality of a given bicluster.
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The decomposition is performed to obtain a problem formulation that gives better bounds when the relaxation is solved than when the relaxation of the original formulation is solved.
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It consists of a mixed integer optimization problem formulation library ( solph ), an input data generation library ( feedin-data ), and other auxiliary libraries.
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"Area : Methodologies and Technologies "-Vikas Vikram Singh, Oualid Jouini and Abdel Lisser . " A Complementarity Problem Formulation for Chance-constraine Games"
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Across the spectrum of the life sciences in which mathematics has been contributing new insights, data are increasingly used to focus conceptual models as the first step in problem formulation.
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To ensure that the global maximum of a non-linear problem can be identified easily, the problem formulation often requires that the functions be convex and have compact lower level sets.
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If all the matrices in the problem formulation are time-invariant and if the horizon { \ mathbf { } } N tends to infinity the discrete-time LQG controller becomes time-invariant.
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Ecological engineering design will follow a cycle similar to engineering design-problem formulation ( goal ), problem analysis ( constraints ), alternative solutions search, decision among alternatives, and specification of a complete solution.
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To do this he outlines pragmatism as a tradition that identifies the problem formulation as " incommensurability ", and the vocabulary as " democracy, publics, power, criticism, response-ability, triple contingency ."
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Problem Solving Environment ( PSE ) in the domains of Bio-informatics, and Community Atmospheric Model support the entire cycle of problem solving for the specific domains by supporting problem formulation, algorithm selection, numerical simulation and solution visualization.
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