This Appendix provides a detailed derivation of complexity expressions leading to complexity curves in Fig. 8.
An intrinsic problem with such a measure is that there are various ways to perceive and, hence, characterize complexity leading to complementing complexity measures [20].
These effects are difficult to model using constant values in fixed time periods, because each phase would need to be divided into many sub-phases in which some values change, leading to complexity comparable with that of a CTM.
It was proposed that the distinction could be formalized in terms of computational complexity, leading to a suite of complexity classes, including N and NP.
He envisions a gradual and linear accumulation of complexity leading to the evolution of complex eyes, driven by natural selection acting on slight, heritable variations.
The cosmologist Stephen Hawking has even dubbed the 21st century the century of complexity, leading a parade of physicists who began to think about "complexity science" in the latter decade of the 20th century.
Consistent with our hypothesis, in genome-wide analyses, it has recently been demonstrated that bacterial species with small, reduced genomes have increased protein functional complexity, leading the authors to suggest that an increase in functional complexity of retained genes in small genomes compensates for gene losses [ 47].
This phase focuses on deducing complexity, leading to high performance and enabling low-power realizations in algorithm-specific complexity level.
That's why leading through this complexity requires what I call "gender bilingual" leaders.
Available software tools fail to streamline the modelling and analysis of this complexity, leading to extensive iterations or rough simplifications.
This allows lesser number of nodes to be traversed leading to reduced complexity with only slight degradation in error rate performance.
