Lyapunov design of a simple step-size adaptation strategy based on success

Keyphrases

• Parameter Values 100%
• Convergence Rate 100%
• Adaptation Strategies 100%
• Simple Steps 100%
• Step-size Adaptation 100%
• Lyapunov Redesign 100%
• Adaptation 50%
• Numerical Optimization 50%
• Evolution Strategy 50%
• Adaptation Rules 50%
• Increasing Value 50%
• Lyapunov Function 50%
• Stochastic Lyapunov Function 50%
• Offspring number 50%
• One-variable Function 50%
• Unimodal Function 50%
• Conditional Expectation 50%
• Number of Function Evaluations 50%
• Lyapunov Methods 50%
• Theoretical Convergence 50%
• Strategy Parameters 50%
• Martingale Theory 50%

Mathematics

• Step Size 100%
• Simple Step 100%
• Convergence Rate 66%
• Minimizes 33%
• Upper Bound 33%
• Stochastics 33%
• Conditional Expectation 33%
• Function Evaluation 33%
• Increasing Value 33%
• Martingale Theory 33%
• Function of One Variable 33%

Engineering

• Step Size α 100%
• Adaptation Strategy 100%
• Lyapunov Function 66%
• Convergence Rate 66%
• Numerical Optimization 33%
• Function Evaluation 33%
• Conditional Expectation 33%