Computability and Complexity
By (Author) Hubie Chen
MIT Press Ltd
MIT Press
3rd October 2023
United States
General
Non Fiction
Mathematical theory of computation
Machine learning
Algorithms and data structures
511.352
Hardback
416
Width 178mm, Height 229mm
A clear, comprehensive, and rigorous introduction to the theory of computation. What is computable What leads to efficiency in computation Computability and Complexity offers a clear, comprehensive, and rigorous introduction to the mathematical study of the capabilities and limitations of computation. Hubie Chen covers the core notions, techniques, methods, and questions of the theory of computation before turning to several advanced topics. Emphasizing intuitive learning and conceptual discussion, this textbook's accessible approach offers a robust foundation for understanding both the reach and restrictions of algorithms and computers. Extensive exercises and diagrams enhance streamlined, student-friendly presentation of mathematically rigorous materialIncludes thorough treatment of automata theory, computability theory, and complexity theory-including the P versus NP question and the theory of NP-completenessSuitable for undergraduate and graduate students, researchers, and professionals
Hubie Chen is an academic at King's College London. He has held invited positions at cole polytechnique, Humboldt-Universit t zu Berlin, and Universit t Wien.