Research on the single objective optimization algorithms is the basis of the research on
the more complex optimization algorithms such as multi-objective optimizations algorithms,
niching algorithms, constrained optimization algorithms and so on. All new evolutionary and
swarm algorithms are tested on single objective benchmark problems. In addition, these
single objective benchmark problems can be transformed into dynamic, niching composition,
computationally expensive and many other classes of problems.