The Analysis of Means

Authors: Zweig, Katharina A.
Teaches how to pose a defined network analytic question
Demonstrates how to design the best model for describing a given graph
Aids in choosing or designing the best random graph model for comparing analytical results
Helps to interpret network analytic results
Discusses ethical questions regarding network analysis
Contains exercises and programming problems

Symmetries and Semi-invariants in the Analysis of Nonlinear Systems details the analysis of continuous- and discrete-time dynamical systems described by differential and difference equations respectively.

In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, computational experiments differ from those in other sciences, and the last decade has seen considerable methodological research devoted to understanding the particular features of such experiments and assessing the related statistical methods.