• Multi-Objective Optimization
  • Pareto Optimality
    • Pareto Frontier
      • Solving for it
        • Constraint Method
        • Lexicographic Method
        • Weighted Method
        • Goal Programming
    • Utopia Point
  • Multi-Objective Population Method
    • Classic method
    • Non-Dominating Ranking
    • Pareto filter
    • Niche Technique
• Preference Elicitation
• Sampling Plans
  • Full Factorial
  • Random Sampling
  • Uniform Projection
  • Stratified Sampling
• Space-Filling Metrics
  • Pairwise Distances
  • Morris-Mitchell
• Space-Filling Subset
• Surrogate Models
  • Linear Model
  • Basis Functions
  • Regularization
• Probabilistic Surrogate Models
  • Gaussian Process
    • squared exponential kernel
• Surrogate Optimization
  • Prediction Based Exploration
  • Error Based Exploration
  • Lower Confidence Bound Exploration
  • Probability of Improvement Exploration and Expected Improvement Exploration
• optimization uncertainty
  • set-based uncertainty
  • probabilistic uncertainty
    • uncertainty expected value optimization
    • uncertainty variance optimization