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Automated Reasoning: satisfiability
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Automated Reasoning: satisfiability

Master SAT/SMT tools for solving complex problems in computer science. Learn theory and applications of automated reasoning techniques.

Course Cost

₹ 2,699

Intermediate

Skill Level

25 Hours

Self-paced lessons

This course teaches how to use satisfiability (SAT) and satisfiability modulo theories (SMT) tools to solve a wide range of problems. Students will learn to apply these techniques to practical issues like fitting rectangles for poster printing, scheduling, puzzle solving, and program correctness. The course covers the underlying theory, including resolution for propositional satisfiability, the CDCL framework for large formulas, and the simplex method for linear inequalities. Hands-on applications and honor's assignments provide practical experience in using SAT/SMT solvers.

4.8

4,598 Enrolled

English

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4.8

4,598 Enrolled

English

What you'll learn

  • Apply SAT and SMT tools to solve complex problems in various domains

  • Understand the basic theory of propositional satisfiability and resolution

  • Use the CDCL framework to solve large-scale satisfiability problems

  • Apply the simplex method to handle linear inequalities in SMT

  • Transform arbitrary propositional formulas to CNF using the Tseitin transformation

  • Implement SAT/SMT techniques to solve practical issues like scheduling and program correctness

  • Analyze the efficiency and limitations of different SAT/SMT algorithms

  • Develop skills in formulating real-world problems as satisfiability instances

Skills you'll gain

SAT
SMT
automated reasoning
optimization
algorithms
logic

This course includes:

201 Minutes PreRecorded video

19 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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There are 4 modules in this course

This course provides a comprehensive introduction to automated reasoning using satisfiability (SAT) and satisfiability modulo theories (SMT) tools. It is structured into four modules covering SAT/SMT basics and applications, theory and algorithms for CNF-based SAT, and advanced topics in SAT/SMT. Students will learn how to apply these powerful tools to solve a variety of real-world problems, including scheduling, puzzle solving, and program verification. The course balances theoretical foundations with practical applications, offering both lightweight and in-depth approaches to learning. Through lectures, quizzes, and hands-on assignments, students will gain proficiency in using SAT/SMT solvers and understanding their underlying mechanisms.

SAT/SMT basics, SAT examples

Module 1 · 2 Hours to complete

SMT applications

Module 2 · 18 Hours to complete

Theory and algorithms for CNF-based SAT

Module 3 · 2 Hours to complete

Theory and algorithms for SAT/SMT

Module 4 · 54 Minutes to complete

Fee Structure

Payment options

Financial Aid

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Automated Reasoning: satisfiability

Intermediate

Skill Level

25 Hours

Self-paced lessons

Course Cost

₹ 2,699

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.