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The Computational Theory of Intelligence: Applications to Genetic Programming and Turing Machines
Kovach Technologies, San Jose, CA, USA
- 1 Kovach Technologies, San Jose, CA, USA
International Journal of Modern Nonlinear Theory and Application·Volume 04 (2015)·Pages 10–20·Published 16 February 2015·DOI10.4236/ijmnta.2015.41002
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Abstract
In this paper, we continue the efforts of the Computational Theory of Intelligence (CTI) by extending concepts to include computational processes in terms of Genetic Algorithms (GA’s) and Turing Machines (TM’s). Active, Passive, and Hybrid Computational Intelligence processes are also introduced and discussed. We consider the ramifications of the assumptions of CTI with regard to the qualities of reproduction and virility. Applications to Biology, Computer Science and Cyber Security are also discussed.
KeywordsArtificial IntelligenceComputer ScienceIntelligenceGenetic ProgrammingGenetic AlgorithmsMachine Learning
- Kovach Jr., D.J. (2013) The Computational Theory of Intelligence: Information Entropy. Proceedings of Internation Conference of Nonlinear Analysis and Applied Mathematics, Rodos.
- Kovach Jr., D.J. (2013) The Computational Theory of Intelligence: Data Aggreagation. Proceedings of Internation Conference of Nonlinear Analysis and Applied Mathematics, Rodos.
- Floreano, D. and Mattiussi, C. (2008) Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies. MIT, Print, Cambridge, MA.
- Strathern, P. (1999) Turing and the Computer. New York: Anchor.
- Jonoska, N. and Seeman. N.C. (2002) DNA Computing. Berlin: Springer.
- Hopcroft, J.E. and Ullman, J.D. (1979) Introduction to Automata Theory, Languages, and Computation. Addison-Wesley, Reading.
- Gusfield, D. (1997) Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology. Cambridge UP, Cambridge, England. http://dx.doi.org/10.1017/CBO9780511574931
- Bard, G.V. (2006) Spelling-Error Tolerant, Order-Independent Pass-Phrases via the Damerau-Levenshtein String-Edit Distance Metric. Proceedings of Proceedings of the Fifth Australasian Symposium on ACSW Frontiers, 69, 117-24.
- Hamming, R.W. Error Detecting and Error Correcting Codes. Bell System Technical Journal, 29, 147-160.
- Jaro, M.A. (1995) Probabilistic Linkage of Large Public Health Data Files. Statistics in Medicine, 14, 491-98.
- Dshalalow, J.H. (2006) Foundations of Real Analysis. Chapman & Hall, London.
- Srinivasan, R. (2007) Protecting Anti-Virus Software under Viral Attacks. Thesis, Arizona State University, Tempe.
- (2013) Payload Definition from PC Magazine Encyclopedia. http://www.pcmag.com/encyclopedia/term/48909/payload
- Belshaw, R., Pereira, V., Katzourakis, A., Talbot, G., Paces, J., Burt, A. and Tristem, M. (2004) Long-Term Reinfection of the Human Genome by Endogenous Retroviruses. Proceedings of the National Academy of Sciences of the United States of America, 101, 4894-4899. http://dx.doi.org/10.1073/pnas.0307800101?
- Snustad, D.P. and Simmons, M.J. (2012) Principles of Genetics. Wiley, Hoboken.
- Brenner, S., Stretton, A.O.W. and Kaplan, S. (1965) Genetic Code: The “Nonsense” Triplets for Chain Termination and Their Suppression. Nature, 206, 994-998.