- De www.coursera.org
Approximation Algorithms Part I
- Individualizado
- Acesso livre
- Certificado pago
- 5 sequências
- Introductive Level
Detalhes do curso
Programa de Estudos
- Week 1 - Vertex cover and Linear Programming
We introduce the course topic by a typical example of a basic problem, called Vertex Cover, for which we will design and analyze a state-of-the-art approximation algorithm using two basic techniques, called Linear Programming Relaxation and Rounding. It is a s... - Week 2 - Knapsack and Rounding
This module shows the power of rounding by using it to design a near-optimal solution to another basic problem: the Knapsack problem. - Week 3 - Bin Packing, Linear Programming and Rounding
This module shows the sophistication of rounding by using a clever variant for another basic problem: bin packing. (This is a more advanced module.) - Week 4 - Set Cover and Randomized Rounding
This module introduces a simple and powerful variant of rounding, based on probability: randomized rounding. Its power is applied to another basic problem, the Set Cover problem. - Week 5 - Multiway Cut and Randomized Rounding
This module deepens the understanding of randomized rounding by developing a sophisticated variant and applying it to another basic problem, the Multiway Cut problem. (This is a more advanced module.)
Pré-requisito
Instrutores
Claire Mathieu
Editor
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Plataforma
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