Journal article

Method for Optimizing Coating Properties Based on an Evolutionary Algorithm Approach

Davide Carta, Laura Villanova, Stefano Costacurta, Alessandro Patelli, Irene Poli, Simone Vezzu, Paolo Scopece, Fabio Lisi, Kate Smith-Miles, Rob J Hyndman, Anita J Hill, Paolo Falcaro

Analytical Chemistry | AMER CHEMICAL SOC | Published : 2011

Abstract

In industry as well as many areas of scientific research, data collected often contain a number of responses of interest for a chosen set of exploratory variables. Optimization of such multivariable multiresponse systems is a challenge well suited to genetic algorithms as global optimization tools. One such example is the optimization of coating surfaces with the required absolute and relative sensitivity for detecting analytes using devices such as sensor arrays. High-throughput synthesis and screening methods can be used to accelerate materials discovery and optimization; however, an important practical consideration for successful optimization of materials for arrays and other application..

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University of Melbourne Researchers