| 11. | When modeling smaller networks the objective function can be changed accordingly.
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| 12. | The features and costs often come directly from the objective function.
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| 13. | :" For almost all objective functions, specialization is essentially accidental ."
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| 14. | This means that an objective function to be maximised is specified.
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| 15. | Incompressible, or Kolmogorov random, objective functions have no regularity for an algorithm to exploit.
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| 16. | Theorem 2 establishes a " more subtle " NFL result for time-varying objective functions.
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| 17. | A search algorithm takes an objective function as input and evaluates candidate solutions one-by-one.
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| 18. | To do this, the expectation maximization algorithm is used, with the following objective function:
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| 19. | In that case it is useful to optimize a regularized objective function such as
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| 20. | In this case, the metabolic system was optimized to maximize the biomass objective function.
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