Computational modelling is the use of computers to simulate and study the behaviour of complex systems using mathematics, physics and computer science. Numerous new models of computation have emerged and several developments in traditional models are proposed recently to cater to various application domains. The purpose of the course is to discuss various theoretical and application aspects of modelling techniques in computer science. The course will cover computational models in language theory and automata, computational complexity theory, computational logic models, modelling for program verification and validation, petri net models, performance analysis models, cognitive models, security models, reinforcement learning models, and parallel computing models.
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