Limitations of a Weighted-Sum Fitness Function

• Definition of fitness function difficult especially for different types of objectives

  • e.g. molecular weight profile and cost

• Setting of weights is non-intuitive

• Can result in regions of search space being obscured especially when objectives are in competition

• Difficult to monitor progress since >1 objective to follow simultaneously

• A single solution is found

Notes: