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COSC 1107 Computing Theory

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In theoretical computer science and mathematics, computation theory is a section that deals with problems that can be solved on a computational model using algorithms, as well as the efficiency or degree of problem-solving (for example, approximate solutions and exact solutions). This area is divided into three main sections: automata theory and formal language, computability theory and computational complexity theory, which involve the following questions: What are the main functions and limitations of computers?

To conduct rigorous computational research, computer scientists study the mathematical abstraction of computers called computational models. Several models are used, but the most frequently tested is the Turing machine.

Computer scientists study Turing machines because they are easy to formulate, analyze, and use to prove results, and because they represent the most powerful "intelligent" computational model many people consider. It seems that unlimited memory seems like an unattainable attribute, but any definable problem solved by a Turing machine always requires only a limited amount of memory. Therefore, in principle, any problem that a Turing machine can solve (define) can be solved by a computer with limited memory.

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