Monotonic Optimization Sample Clauses

Monotonic Optimization. The monotonic optimization framework described in [3] is now applied to the prob- lem statements. First, the properties of our objective functions are analyzed and next the programming problems are reformulated in standard form. First, we show that the atom functions of the individual user rates in (2.16) are strictly increasing. Thus, the user rates can be expressed as the difference of two strictly increasing functions. For future use, we define the functions f (λ) ¾ log .σ2 + |wT (λ )h | + |w (λ )h 2Σ | , (2.20) 2 T
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