Sheet 1
-Methurisitc Optimization
,Pareto Dominance
,Pareto-Dominance Concepts
,Pareto Dominance in Higher Dimensions
,Distance Minimization Problem
Sheet 2
-Apriori Methods
,Apriori Methods in Higher Dimensions
,Cone Domination
,epsilon-Domination
Sheet 3
-GA Problem Formulation
,Interactive Methods
,Hill Climbing
,Traveling Thief Problem
Sheet 4
-Basics of EA
,Selection Mechanism & Selection Pressure
,Mu-lambda selection method and Stochastic Universal Sampling
,Crossover Methods
Sheet 5
-Genetic Algorithms
,Evolution Strategies-Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
,Particle Swarm Optimization
,Strength Pareto EA 2 (SPEA2)
Sheet 6
-Epsilon-MOEA
,NSGA-2
,Crowding Distance
,PlatEMO usage
Sheet 7
-Multi-Objective EA based on Decomposition (MOEA/D)
,Multi-Objective PSO
,Robustness-I
,Robustness-II
Sheet 8
-Robustness & Reliability in MOP
,Constraint Handling
Sheet 9
-Generational Distance (GD) & Inverted Generational Distance (IGD)
,Hypervolume (HV)
,C-metric
,Marginal Hypervolume (HV)
-
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Contains coursework amendments related to `Genetic Algorithms & Optimization`
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Contains coursework amendments related to `Genetic Algorithms & Optimization`
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