Introduction to Evolutionary Computation and Evolutionary Computation Module Tutorial 5

Exercise 6 EA with Real Implementation (Matlab code) SummaryIntroduction to Evolutionary Computation and EvolutionaryComputation ModuleTutorial 5V. Landassuri-Morenov.landassuri-moreno@cs.bham.ac.ukSchool of Computer ScienceUniversity of BirminghamNovember 23, 20091/11Exercise 6 EA with Real Implementation (Matlab code) SummaryOutlineExercise 6EA with Real Implementation (Matlab code)Summary2/11I Weakness:I The main issue here is that for a particular problem, you need to design a repairalgorithmI There is not a general equation that could be appliedI Depending of the problem at hand, the Repair algorithm could be as difficult as tosolve the original problemExercise 6 EA with Real Implementation (Matlab code) SummaryQ1. Weakness in a Repair AlgorithmRepair Algorithm:I Repair algorithms let us map infeasible individuals into feasible onesExercise 6 3/11Exercise 6 EA with Real Implementation (Matlab code) SummaryQ1. Weakness in a Repair AlgorithmRepair Algorithm:I Repair algorithms let us map infeasible individuals into feasible onesI Weakness:I The main issue here is that for a particular problem, you need to design a repairalgorithmI There is not a general equation that could be appliedI Depending of the problem at hand, the Repair algorithm could be as difficult as tosolve the original problemExercise 6 3/11Speciation:I Makes a parallel search in each optima to find multiple solutions at the same time(identifying the actual peak in ...