Stochastic optimization with adaptive restart: a framework for integrated local and global learning

Mathematics

• Restart 100%
• Stochastic Optimization 87%
• Learning 67%
• Framework 42%
• Local Search 29%
• Global Optimum 20%
• Optimization Methods 17%
• Multistart 12%
• Global Search 11%
• Local Optimization 11%
• Boosting 11%
• Trust Region Method 10%
• Exploitation 10%
• Evaluation Function 9%
• Performance 9%
• Asymptotic Convergence 9%
• Gaussian Model 9%
• Local Solution 9%
• Process Model 9%
• Bayesian Methods 8%
• Oracle 8%
• Integrate 8%
• Global Optimization 8%
• Gaussian Process 8%
• Test Problems 8%
• Evaluate 6%
• Methodology 6%
• Numerical Experiment 5%

Business & Economics

• Stochastic Optimization 94%
• Local Search 67%
• Integrated 43%
• Function Evaluation 26%
• Gaussian Process 26%
• Process Model 25%
• Global Optimization 25%
• Boosting 19%
• Numerical Experiment 19%
• Exploitation 16%
• Performance 14%
• Methodology 9%

Engineering & Materials Science

• Local search (optimization) 18%
• Function evaluation 17%
• Global optimization 15%
• Experiments 5%