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所在平台: Udemy |
课程主页: https://www.udemy.com/course/formal-languages-and-automata-theory-e/
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**课程总结：形式语言与自动机理论** 本课程“形式语言与自动机理论”深入探讨了计算机科学中的核心理论基础，从形式语言的角度为学生提供了一个全面的视角。 **课程核心内容：** * **自动机理论：** 介绍自动机的概念，以及它们如何提供对计算机这一复杂机器的简洁而优雅的理解。强调自动机理论的稳定性，对比于瞬息万变的计算机技术。 * **形式语言与文法：** 学习形式语言和文法的基本概念，这在编译器设计等领域有着直接的应用。 * **计算、可计算性与复杂性：** 探讨算法、可计算性、可判定性以及计算复杂性等概念。理解这些概念对于密码学、优化问题（如制造、商业和管理中的优化）至关重要。 **学习目标：** 完成本课程后，学生将能够： * 从形式语言的角度，介绍理论计算机科学的一些中心思想。 * 掌握形式语言、文法和自动机理论的基本概念。 * 根据机器识别语言的能力进行分类。 * 应用有限状态自动机解决计算问题。 * 理解确定性与非确定性机器的区别。 * 区分可判定性和不可判定性。 **为何学习此课程：** 自动机理论提供了一种理解计算机本质的统一框架。形式语言和文法是构建现代软件（如编译器）的基础。复杂度理论则直接关联到实际应用中的效率和优化问题。本课程旨在为学生打下坚实的理论基础，使其能够更深入地理解计算的本质和计算机科学的广阔领域。
Formal Languages and Automat Theory deals with the concepts of automata, formal languages, grammar, algorithms, computability, decidability, and complexity. The reasons to study Formal Languages and Automat Theory are Automata Theory provides a simple, elegant view of the complex machine that we call a computer. Automata Theory possesses a high degree of permanence and stability, in contrast with the ever-changing paradigms of the technology, development, and management of computer systems. Further, parts of the Automata theory have direct bearing on practice, such as Automata on circuit design, compiler design, and search algorithms; Formal Languages and Grammars on compiler design; and Complexity on cryptography and optimization problems in manufacturing, business, and management. The purpose of this course is to acquaint the student with an overview of the theoretical foundations of computer science from the perspective of formal languages.At the end of the course, the students will be able to:Provide introduction to some of the central ideas of theoretical computer science from the perspective of formal languages.Introduce the fundamental concepts of formal languages, grammars and automata theory.Classify machines by their power to recognize languages.Employ finite state machines to solve problems in computing.Understand deterministic and non-deterministic machines.Understand the differences between decidability and undecidability.
