Wavelet based approaches in optimization theory and practice

摘要

Panoramic survey of wavelets in optimization techniques is presented as part of ongoing research in applications of wavelet theory to science and technology. The main aim of this article is to study the most efficient techniques and to investigate the extent of improvement achievable by enhancing them with wavelet transform. The article proposes to compile and analyze the comparative performances of various advanced optimization methods using wavelets and the associated transform, highlighting their relative advantages over traditional methods. Numerous applications of optimized wavelets are investigated in biomedical science, neuroscience, and computer science.