Heuristic algorithms in evolutionary computation and modular organization of biological macromolecules: Applications to in vitro evolution.

ABSTRACT: Evolutionary computing (EC) is an area of computer sciences and applied mathematics covering heuristic optimization algorithms inspired by evolution in Nature. EC extensively study all the variety of methods which were originally based on the principles of selectionism. As a result, many new algorithms and approaches, significantly more efficient than classical selectionist schemes, were found. This is especially true for some families of special problems. There are strong arguments to believe that EC approaches are quite suitable for modeling and numerical analysis of those methods of synthetic biology and biotechnology that are known as in vitro evolution. Therefore, it is natural to expect that the new algorithms and approaches developed in EC can be effectively applied in experiments o

SUBMITTER: Spirov AV 

PROVIDER: S-EPMC8794168 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature