Surrogate models in evolutionary single-objective optimization: a new taxonomy and experimental study

Mathematics

• Surrogate Model 100%
• Taxonomy 85%
• Experimental Study 82%
• Evolutionary Algorithms 78%
• Optimization 49%
• Surrogate 49%
• Fitness 27%
• Fitness Function 21%
• Metamodel 11%
• Model 10%
• Execution Time 10%
• Empirical Study 9%
• Time Complexity 8%
• Influence 6%
• Experiment 6%
• Review 5%
• Optimization Problem 5%
• Series 4%
• Performance 4%
• Estimate 3%

Business & Economics

• Evolutionary Algorithms 64%
• Taxonomy 63%
• Experimental Study 62%
• Evolutionary 49%
• Fitness 34%
• Metamodel 8%
• Value Function 6%
• Optimization Problem 6%
• Empirical Results 4%
• Empirical Study 4%
• Experiment 3%
• Performance 2%

Engineering & Materials Science

• Taxonomies 68%
• Evolutionary algorithms 43%
• Experiments 2%