UIDI009 New Computation Media for Autonomous Systems

Faculty of Philosophy and Science in Opava
Winter 2021
Extent and Intensity
0/0/0. 0 credit(s). Type of Completion: dzk.
Guaranteed by
doc. Ing. Petr Sosík, Dr.
Institute of Computer Science – Faculty of Philosophy and Science in Opava
Course Enrolment Limitations
The course is also offered to the students of the fields other than those the course is directly associated with.
fields of study / plans the course is directly associated with
Course objectives
The course introduces a selection of computing media and platforms (mostly in an experimental phase) alternative to the recent silicon computer technology. This technology is reaching its physical limitations and alternative computing approaches are sought.
Syllabus
  • 1. Abstract computing classes, Turing Machine with oracle and advice, the problem P versus NP, possible strategies of solution of computationally intractable problems.
    2. Why do we need new computing media? Problems of the recent technologies concepts of computing.
    3. Quantum computing, bits and qubits, reversibility of computing. Quantum gates and networks, quantum algorithms, quantum parallelism.
    4. Deutsch problem XOR, Shore factorization algorithm. The problem of decoherency. The performance of quantum algorithms.
    5. DNA computing, elementary properties of DNA. The PCR reaction, denaturation and hybridization, cutting and pasting, separation of molecules with the use of gel electrophoresis.
    6. Computing based on recombination and on cutting/pasting. Two- and three-dimensional DNA structures. Possible applications in medicine and nanotechnologies.
    7. Further biologically and chemically inspired computing models. Abstract chemical machine, membrane computing.
    8. Evolutionary computing, interactive finite automata and interactive Turing machine. Evolutionary lineages of cognitive automata and their performance.
Literature
    recommended literature
  • AMOS, M. Theoretical and Experimental DNA Computation. Springer-Verlag, Berlin, 2005. info
  • Păun, G. Membrane Computing. Springer-Verlag, Berlin, 2002. info
  • GRUSKA, J. Quantum Computing. McGraw-Hill, New York, 1999. info
Teaching methods
Interactive lecture
Lecture with a video analysis
Assessment methods
Exam
Language of instruction
Czech
Further comments (probably available only in Czech)
The course can also be completed outside the examination period.
Teacher's information
A study of selected new media topics due to teacher's recommendation related to the PhD thesis of the student, an oral exam.
The course is also listed under the following terms Winter 2006, Summer 2007, Winter 2007, Summer 2008, Winter 2008, Summer 2009, Winter 2009, Summer 2010, Winter 2010, Summer 2011, Winter 2011, Summer 2012, Winter 2012, Summer 2013, Winter 2013, Summer 2014, Winter 2014, Summer 2015, Winter 2015, Summer 2016, Winter 2016, Summer 2017, Winter 2017, Summer 2018, Winter 2018, Summer 2019, Winter 2019, Summer 2020, Winter 2020, Summer 2021, Summer 2022.
  • Enrolment Statistics (Winter 2021, recent)
  • Permalink: https://is.slu.cz/course/fpf/winter2021/UIDI009