Informações sobre o curso
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100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Nível intermediário

Aprox. 9 horas para completar

Sugerido: 9 hours/week...

Inglês

Legendas: Inglês

100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Nível intermediário

Aprox. 9 horas para completar

Sugerido: 9 hours/week...

Inglês

Legendas: Inglês

Programa - O que você aprenderá com este curso

Semana
1
1 hora para concluir

SAT/SMT basics, SAT examples

This module introduces SAT (satisfiability) and SMT (SAT modulo theories) from scratch, and gives a number of examples of how to apply SAT.

...
6 vídeos ((Total 58 mín.)), 2 leituras, 3 testes
6 videos
Eight queens problem9min
Binary Arithmetic: addition10min
Binary Arithmetic: multiplication12min
2 leituras
Examples from the lecture10min
Eight queens formula in SMT syntax10min
3 exercícios práticos
Truth table2min
Carries in binary addition2min
Binary multiplication2min
Semana
2
17 horas para concluir

SMT applications

This module shows a number of applications of satisfiability modulo the theory of linear inequalities (SMT)

...
4 vídeos ((Total 33 mín.)), 2 leituras, 7 testes
4 videos
Bounded model checking8min
2 leituras
Sudoku formula in SMT 2 format10min
Introduction10min
7 exercícios práticos
Rectangle fitting2min
Scheduling2min
Bounded Model Checking2min
Filling trucks for a magic factory4h
A sudoku variant4h
Job scheduling4h
Program correctness4h
Semana
3
1 hora para concluir

Theory and algorithms for CNF-based SAT

This module describes how a rule called Resolution serves to determine whether a propositional formula in conjunctive normal form (CNF) is unsatisfiable. It is shown how an approach called DPLL does the same job, and how it is related to resolution. Finally, it is shown how current SAT solvers essentially implement and optimize DPLL.

...
6 vídeos ((Total 56 mín.)), 5 testes
6 videos
DPLL10min
Transforming DPLL to resolution9min
CDCL basics11min
CDCL optimizations6min
5 exercícios práticos
Resolution2min
apply resolution2min
DPLL2min
DPLL to resolution2min
CDCL basics
Semana
4
1 hora para concluir

Theory and algorithms for SAT/SMT

This module consists of two parts. The first part is about transforming arbitrary propositional formulas to CNF, leading to the Tseitin transformation doing this job such that the size of the transformed formula is linear in the size of the original formula. The second part is about extending SAT to SMT, in particular to dealing with linear inequalities. It is shown how the Simplex method for linear optimization serves for this job; the Simplex method itself is explained in detail.

...
6 vídeos ((Total 55 mín.)), 4 testes
6 videos
Optimizing by the Simplex method11min
Checking feasibility by the Simplex method8min
The Simplex method and SMT8min
4 exercícios práticos
Transforming a propositional formula to CNF
The Tseitin transfomation
Slack form
Optimizing by the Simplex method

Instrutores

Avatar

Hans Zantema

prof.dr.
Department of Mathematics and Computer Science

Sobre EIT Digital

EIT Digital is a pan-European organization whose mission is to foster digital technology innovation and entrepreneurial talent for economic growth and quality of life. By linking education, research and business, EIT Digital empowers digital top talents for the future. EIT Digital provides online and blended Innovation and Entrepreneurship education to raise quality, increase diversity and availability of the top-level content provided by 20 leading technical universities around Europe. The universities deliver a unique blend of the best of technical excellence and entrepreneurial skills and mindset to digital engineers and entrepreneurs at all stages of their careers. The academic partners support Coursera’s bold vision to enable anyone, anywhere, to transform their lives by accessing the world’s best learning experience. This means that EIT Digital gradually shares parts of its entrepreneurial and academic education programmes to demonstrate its excellence and make it accessible to a much wider audience. EIT Digital’s online education portfolio can be used as part of blended education settings, in both Master and Doctorate programmes, and for professionals as a way to update their knowledge. EIT Digital offers an online programme in 'Internet of Things through Embedded Systems'. Achieving all certificates of the online courses and the specialization provides an opportunity to enroll in the on campus program and get a double degree. Please visit https://www.eitdigital.eu/eit-digital-academy/ ...

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