×

Global optimization by artificial life: A new technique using genetic population evolution. (English) Zbl 0857.90120

Summary: A new technique based on genetic algorithms principles is proposed for global optimization problems. This optimization technique uses concepts from population genetics such as population size, birth, death, mutation. Its main characteristic is to perform the search by working on real variables. Following the algorithm description, experiments and results on a set of functions are provided. The ease of implementation of this new method makes it particularly useful as a tool for nonlinear unconstrained and constrained optimization problems.

MSC:

90C30 Nonlinear programming
68T05 Learning and adaptive systems in artificial intelligence
PDF BibTeX XML Cite
Full Text: DOI EuDML