The Hong Kong University of Science and Technology

Discrete Math for Computer Science - Logic & Set Theory

The Hong Kong University of Science and Technology

Discrete Math for Computer Science - Logic & Set Theory

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初级 等级

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9 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Apply counting techniques to compute possibilities in algorithms and data structures.

  • Apply rules of inference and proof techniques to verify correctness of statements.

  • Use sets, relations, and functions to represent and analyse computational structures.

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作业

4 项作业

授课语言:英语(English)
最近已更新!

February 2026

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积累特定领域的专业知识

本课程是 Discrete Mathematical Tools for Computer Science 专项课程 专项课程的一部分
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该课程共有5个模块

This module introduces the foundations of discrete math through logic and set theory. Students learn to reason rigorously with statements, solve classic puzzles like knights and knaves, and manipulate collections of objects using set operations and Venn diagrams. It builds essential reasoning skills for consistent rule design, data modeling, and correct algorithm foundations in computer science.

涵盖的内容

1个视频2篇阅读材料

Propositional logic studies logical statements that are either true or false and how they can be combined using logical connectives. This topic introduces propositions, truth values, compound statements, truth tables, and logical equivalences, forming the basis for precise reasoning, digital circuits, and formal proofs.

涵盖的内容

20个视频1篇阅读材料1个作业

Predicate logic extends propositional logic by incorporating variables and quantifiers to express statements about collections of objects. It enables more expressive reasoning using predicates, universal and existential quantifiers, restricted domains, and nested quantifiers, allowing formal modeling of real-world and mathematical statements.

涵盖的内容

23个视频1篇阅读材料1个作业

This topic focuses on formal reasoning through valid arguments and proofs. It introduces rules of inference for propositional and predicate logic and covers fundamental proof techniques such as direct proof, proof by contraposition, and proof by contradiction, which are essential for verifying mathematical and computational claims.

涵盖的内容

28个视频1篇阅读材料1个作业

This topic introduces sets as collections of objects and functions as mappings between sets. It covers set notation, subsets, power sets, Cartesian products, cardinality, and basic properties of functions, providing essential tools for modeling data structures, relations, and mathematical abstractions in computer science.

涵盖的内容

28个视频1篇阅读材料1个作业

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位教师

Kenneth Wai-Ting Leung
The Hong Kong University of Science and Technology
11 门课程 223,134 名学生

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