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With this in mind, this chapter provides a background for critical evaluation of the complexity of Impact Assessment.
Special attention has been devoted to the evaluation of the complexity, expressed as the average number of binary operations required per each decoded codeword.
Since low encoding complexity is the prime motivation for DVC, an evaluation of the complexity characteristics of the proposed feedback-channel-free architecture is unavoidable.
Several methods for evaluation of the complexity of data compression systems and for including complexity measures in the traditional rate-distortion analysis have been published in recent works.
In order to appreciate this study, an accurate evaluation of the complexity in terms of number and type of operations and memory access has been done in Section Number of iterations analysis for identical complexity.
Recent developments in serum biomarker quantification technology include multiplex arrays, which benefit from the better evaluation of the complexity and dynamic nature of inflammatory responses, and chemiluminescence technology, which is more sensitive than chromogenic detection in traditional ELISA [29].
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An evaluation on the complexity of the algorithm [12] can be found in [17].
Other authors [ 7, 8] also pointed out further issues relating to the evaluation of HP: the complexity of the causality between an HP program and its effects, and the unsuitability of the experimental evaluation process for the HP values enshrined in the Ottawa Charter, i.e. the holistic nature of HP interventions and the values of participation, collaboration and empowerment.
Section Complexity evaluation and normalization presents an evaluation of the receiver complexity in terms of number and type of arithmetic operations and memory access.
It is clearly shown by these examples that considering only the trellis complexity as in [5, 10], or the merge complexity, it is not sufficient to obtain a real evaluation of the decoding complexity of a trellis module.
Although the structure-based methods can speed up the evaluation of NNLM, the complexities of these methods are still quite high in real-time systems.
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