Birla Institute of Technology & Science, Pilani
Logic for Computer Science
Birla Institute of Technology & Science, Pilani

Logic for Computer Science

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
初级 等级

推荐体验

3 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
初级 等级

推荐体验

3 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Analyse computational problems to identify appropriate proof techniques and logical reasoning methods that best address their complexities.

  • Design comprehensive solutions to algorithm development challenges by synthesising and applying principles of propositional and predicate logic.

  • Evaluate system reliability by conducting model checking using temporal logics, and interpret the results to ensure system correctness.

  • Construct formal verification plans for algorithms and programs using Floyd-Hoare logics and justify their correctness through logical reasoning.

要了解的详细信息

可分享的证书

添加到您的领英档案

最近已更新!

August 2025

作业

113 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Mathematics for Engineering 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有10个模块

In this module, you will learn the relevance of formal logics in computer science. You will understand the difference between syntax and semantics. The module will also introduce you to propositional logic and informally to its syntactic constructs.

涵盖的内容

10个视频4篇阅读材料8个作业1个插件

In this module, you will learn about the symbolic manipulation technique of natural deduction. The module will also discuss the different rules of natural deduction with examples.

涵盖的内容

12个视频3篇阅读材料11个作业1个插件

In this module, you will learn about state-of-the-art methods of resolution and Davis-Putnam-Logemann-Loveland (DPLL) methods to argue about the satisfiability of a propositional logic formula. We study the relevant characteristics of a logical theory, i.e., the consistency, soundness, and completeness, and comment on natural deduction as a proof technique on how it scores over these characteristics.

涵盖的内容

14个视频3篇阅读材料13个作业

In this module, you will be introduced to model-based formal verification techniques, in particular, the model checking techniques. The module will informally discuss two popular families of temporal logics: linear temporal logic (LTL) and computation tree logic (CTL).

涵盖的内容

13个视频4篇阅读材料12个作业

In this module, you will formally learn the LTL and CTL temporal logics. The module will also introduce you to the algorithms used for model checking over these algorithms. The module will further explain fundamental system properties, such as invariance, safety, and liveliness. Furthermore, the module will give provide you insight into how to encode natural language sentences into LTL and CTL formulas.

涵盖的内容

13个视频5篇阅读材料12个作业1个插件

In this module, you will learn the need for predicate logic and how to express statements in predicate logic. You will also learn about the syntax of predicate logic and the fundamentals behind writing proofs in predicate logic. You would also learn the concept of substitution and the difference between the free variables and bound variables. You will also get introduced to basic predicate logic rules that are used for proving sequents.

涵盖的内容

23个视频4篇阅读材料22个作业

In this module, you will learn to apply the proof rules of natural deduction to prove sequents in predicate logic. The proof rules that you would learn include: Universal Quantifier Elimination, Existential Quantifier Introduction, Universal Quantifier Introduction and Existential Quantifier Elimination. You would also learn to identify which specific rules to apply for writing proof of a given sequent.

涵盖的内容

17个视频3篇阅读材料5个作业

In this module, you will learn about semantics and model interpretations in predicate logic. You would also learn about the satisfiability and validity of predicate logic formulas, along with the undecidability of validity. You would also learn about the limitations of first-order predicate logic and how second-order predicate logic is useful in such cases.

涵盖的内容

20个视频4篇阅读材料19个作业

In this module, you will learn how to formally verify programs written in imperative style. More specifically, you will learn formal methods to verify assignment statements, sequence of statements, conditional statements, and iterative statements. You will also learn the formal method to verify whether a given program terminates or not.

涵盖的内容

16个视频5篇阅读材料10个作业

In this module, you will learn to prove the total correctness of various commonly used algorithms such as computing the power of two numbers, finding an element from an unsorted array, and selection sort. You would also learn to deduce loop invariants for programs of the above computational problems and prove that these programs terminates.

涵盖的内容

11个视频3篇阅读材料1个作业

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

BITS Pilani Instructors Group
Birla Institute of Technology & Science, Pilani
14 门课程37,468 名学生

提供方

从 Algorithms 浏览更多内容

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情,我就可以学习。'
Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'
Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程,Coursera 便是最好的去处之一。'
Chaitanya A.
''学习不仅仅是在工作中做的更好:它远不止于此。Coursera 让我无限制地学习。'
Coursera Plus

通过 Coursera Plus 开启新生涯

无限制访问 10,000+ 世界一流的课程、实践项目和就业就绪证书课程 - 所有这些都包含在您的订阅中

通过在线学位推动您的职业生涯

获取世界一流大学的学位 - 100% 在线

加入超过 3400 家选择 Coursera for Business 的全球公司

提升员工的技能,使其在数字经济中脱颖而出

常见问题