Mathematical optimization of multilayer piezoelectric devices with nonuniform layers by simulated annealing

Engineering & Materials Science

• Piezoelectric devices 100%
• Simulated annealing 65%
• Multilayers 62%
• Transducers 43%
• Frequency response 16%
• Ultrasonic transducers 13%
• Wave equations 11%
• Bandwidth 5%
• Composite materials 5%

Physics & Astronomy

• simulated annealing 79%
• transducers 45%
• optimization 42%
• harmonics 19%
• frequency response 17%
• wave equations 8%
• laminates 8%
• degrees of freedom 7%
• ultrasonics 6%
• computer programs 6%
• bandwidth 6%
• composite materials 5%
• output 5%