كلية الحاسبات والذكاء الإصطناعى

محتويات مقرر Network Algorithms and Simulation Techniques

 Course Content :-

  • Search engine algorithms.

  • pattern matching algorithms, indexing, link-based analysis of the world wide web.

  • Linear Programming.Data streaming algorithms. Randomness in Cryptography.

  • pseudo-random generators, one-way functions, extractors.

  • Cryptographical protocols (as time allows):zero-knowledge protocols, bit-commitment, oblivious transfer, secret sharing, digital cash.

  • Introduction to Simulation. Simulation Examples. 

  • General Principles.

  • Simulation Software. 

  • Statistical Models in Simulation. 

  • Queueing Models. 

  • Input Modeling.

  • Verification and Validation of Simulation Models.

  • Output Analysis for a Single Model.

  • Comparison and Evaluation of Alternative System Designs.

  • Simulation of Manufacturing and Material Handling Systems.

  • Simulation of Computer Systems. 

  • Random-Number Generation.

  • Random-Variate Generation.

  • Simulation of Computer networks.

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