PMC:2654804 / 10444-11069 JSONTXT

{"project":"2_test","denotations":[{"id":"19176548-14534181-5602041","span":{"begin":118,"end":122},"obj":"14534181"}],"text":"Another paper that recognizes the importance of systematic evaluation of identification algorithms, is Mendes et al. (2003), which presents a system for generating realistic artificial gene networks and simulated data, and a large number of problems generated by this system. In comparison, our benchmark problems are typically smaller and address the more specific need of evaluating algorithms identifying both structure and parameters, fully specifying problems as optimization problems. For parameter estimation only, several benchmark problems are publicly available, e.g. in the data base EASY-FIT (Schittkowski, 2002)."}