Here are my Jypeter Notebook labs from ITMO First semester

Discipline

Analysis and development of algorithms

Instructor

Dr Petr Chunaev

Performed by

• Me and
• Maxim Shitilov

Labs:

• Task 1. Experimental time complexity analysis
• Task 2. Algorithms for unconstrained nonlinear optimization. Direct methods
• Task 3. Algorithms for unconstrained nonlinear optimization. First- and second order methods
• Task 4. Algorithms for unconstrained nonlinear optimization. Stochastic and metaheuristic algorithms
• Task 5. Algorithms on graphs. Introduction to graphs and basic algorithms on graphs
• Task 6. Algorithms on graphs. Path search algorithms on weighted graphs
• Task 7. Algorithms on graphs. Tools for network analysis
• Task 8. (Extended). Practical analysis of advanced algorithms