Parnianifard, A. Computational Intelligence Assisted Less-Expensive Privacy-Preserving Optimization in Audio-Video Content. Preprints2024, 2024040807. https://doi.org/10.20944/preprints202404.0807.v1
APA Style
Parnianifard, A. (2024). Computational Intelligence Assisted Less-Expensive Privacy-Preserving Optimization in Audio-Video Content. Preprints. https://doi.org/10.20944/preprints202404.0807.v1
Chicago/Turabian Style
Parnianifard, A. 2024 "Computational Intelligence Assisted Less-Expensive Privacy-Preserving Optimization in Audio-Video Content" Preprints. https://doi.org/10.20944/preprints202404.0807.v1
Abstract
This research study focuses on addressing practical optimization challenges in audio-visual content using advanced computational intelligence methods, with a specific emphasis on privacy-preserving issues. The research will be presented as a proposal and can be conducted based on the provided ideas. Computational intelligence encompasses various approaches, including evolutionary algorithms, learning methods, fuzzy systems, and neural networks, which have become essential tools for tackling complex engineering optimization problems due to computational expenses, dimensional complexities, and interdisciplinary integration. The research objectives include a thorough investigation of optimization challenges in audio-visual content, the delineation of problem characteristics, and the development of relevant methodologies based on these specifications. The main goals of the study, titled "Advanced Computational Intelligence Assisted Less-Expensive Privacy-Preserving Optimization," encompass the development of a metamodel-based learning algorithm integrated with evolutionary computation for privacy-preserving optimization, less-expensive signal watermarking optimization using hybrid metamodeling and evolutionary algorithms, and a closed-loop robust intelligent PID control system applied in real-time dynamic signal watermarking. Additional objectives may be defined as the research progresses and further background review is conducted.
Engineering, Industrial and Manufacturing Engineering
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
