Algorithms & Data Structures 2

UNIVERSITÀ DELLA SVIZZERA ITALIANA
A Mendrisio (Svizzera)

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  • Corso
  • Mendrisio (Svizzera)
Descrizione

Descrizione This course covers a variety of topics on algorithms and data structures, building upon the material of the first year course “Algorithms and Data Structures”. Algorithms and data structures are fundamental to computer science and the essence of computer programs. The performance of any software system depends on the efficiency of its algorithms and data structures. This course extends the students' knowledge on fundamental algorithms by focusing on several important topics such as data structures for disjoint sets and union-find, interval trees, graphs and graph algorithms such as shortest paths and matchings, intractability and NP completeness, how to deal with intractability and approximation algorithms.

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Mendrisio
Tessin, Svizzera
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Descrizione

This course covers a variety of topics on algorithms and data structures, building upon the material of the first year course “Algorithms and Data Structures”. Algorithms and data structures are fundamental to computer science and the essence of computer programs. The performance of any software system depends on the efficiency of its algorithms and data structures. This course extends the students' knowledge on fundamental algorithms by focusing on several important topics such as data structures for disjoint sets and union-find, interval trees, graphs and graph algorithms such as shortest paths and matchings, intractability and NP completeness, how to deal with intractability and approximation algorithms.

REFERENCES

  • Introduction to Algorithms, 3rd edition, by T.H. Cormen, C.E. Leiserson, R.L. Rivest, C. Stein, MIT Press, 2009.

Other useful books (not required):

  • Algorithms, by S. Dasgupta, C.H. Papadimitriou, and U.V. Vazirani, McGraw-Hill, 2006.
  • Algorithm Design, by J. Kleinberg, E. Tardos, Addison Wesley, 2005.


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