About this Course
최근 조회 2,422

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 9시간 필요

권장: 9 hours/week...

영어

자막: 영어

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 9시간 필요

권장: 9 hours/week...

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 1시간 필요

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 videos (Total 58 min), 2 readings, 3 quizzes
6개의 동영상
Eight queens problem9m
Binary Arithmetic: addition10m
Binary Arithmetic: multiplication12m
2개의 읽기 자료
Examples from the lecture10m
Eight queens formula in SMT syntax10m
3개 연습문제
Truth table2m
Carries in binary addition2m
Binary multiplication2m
2
완료하는 데 17시간 필요

SMT applications

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

...
4 videos (Total 33 min), 2 readings, 7 quizzes
4개의 동영상
Bounded model checking8m
2개의 읽기 자료
Sudoku formula in SMT 2 format10m
Introduction10m
7개 연습문제
Rectangle fitting2m
Scheduling2m
Bounded Model Checking2m
Filling trucks for a magic factory4h
A sudoku variant4h
Job scheduling4h
Program correctness4h
3
완료하는 데 1시간 필요

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 videos (Total 56 min), 5 quizzes
6개의 동영상
DPLL10m
Transforming DPLL to resolution9m
CDCL basics11m
CDCL optimizations6m
5개 연습문제
Resolution2m
apply resolution2m
DPLL2m
DPLL to resolution2m
CDCL basics
4
완료하는 데 1시간 필요

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 videos (Total 55 min), 4 quizzes
6개의 동영상
Optimizing by the Simplex method11m
Checking feasibility by the Simplex method8m
The Simplex method and SMT8m
4개 연습문제
Transforming a propositional formula to CNF
The Tseitin transfomation
Slack form
Optimizing by the Simplex method

강사

Avatar

Hans Zantema

prof.dr.
Department of Mathematics and Computer Science

EIT 디지털 정보

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/ ...

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 수료증을 구매하면 성적 평가 과제를 포함한 모든 강좌 자료에 접근할 수 있습니다. 강좌를 완료하면 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 콘텐츠만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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