- author = "Ulviya Abdulkarimova",
- title = "{SINUS-IT}: an evolutionary approach to harmonic analysis",
- title_fr = "SINUS-IT : une approche evolutionnaire de l'analyse harmonique",
- school = "Universite de Strasbourg",
- year = "2021",
- address = "France",
- month = "2 " # sep,
- keywords = "genetic algorithms, genetic programming, EASEA, NVIDA, CUDA, Artificial evolution, Evolution strategies, QAES, Fourier transform, FFT, Harmonic analysis, FT-ICR, Isotopic structure, GPU, GPGPU parallelisation, Island-based parallelization, Glutathione, binary radians, Brad2rad, Rad2brad, global random sampling, GRS",
- number = "2021STRAD018",
- hal_id = "tel-03700035",
- hal_version = "v1",
-
URL = "
https://theses.hal.science/tel-03700035/",
-
URL = "https://theses.hal.science/tel-03700035/document",
-
URL = "
https://theses.hal.science/tel-03700035/file/ABDULKARIMOVA_Ulviya_2021_ED269.pdf",
- size = "185 pages",
- abstract = "This PhD project is about harmonic analysis of signals coming from Fourier Transform Ion Cyclotron Resonance (FT-ICR) mass spectrometer. The analysis of these signals is usually done using Fourier Transform (FT) method. However, there are several limitations of this method, one of which is not being able to find the phase parameter. Mass spectrometers are used to determine the chemical composition of compounds. It is known that if the phase component is known, it would yield an improvement in mass accuracy and mass resolving power which would help to determine the composition of a given compound more accurately. In this PhD work we use evolutionary algorithm to overcome the limitations of the FT method. We explore different sampling, speed optimization and algorithm improvement methods. We show that our proposed method outperforms the FT method as it uses short transients to resolve the peaks and it automatically yields phase values.",
-
notes = "Some mention of GP. In
English.
https://icube.unistra.fr/actualites-agenda/agenda/evenement/?tx_ttnews%5Btt_news%5D=23221&cHash=58d32af8fd94c8ff397921898600e7cd
MSAP
Page 149--159 Appendix A, Resume en francais de la these
Thesis supervisors: Pierre Collet and Christian Rolando",
