Lectures on Logic and Computation

Abstract

The maximin fitness function can be used in multi-objective geneticalgorithms to obtain a diverse set of non-dominated designs. The maximinfitness function is derived from the definition of dominance, and its propertiesare explored. The modified maximin fitness function is proposed. Both fitnessfunctions are briefly compared to a state-of-the-art fitness function from theliterature. Results from a real-world multi-objective problem are presented.This problem addresses land-use and transportation planning for high-growthcities and metropolitan regions.