Algorithms and Theory of Computation Handbook - 2 Volume Set

Mikhail J. Atallah is a distinguished professor of computer science at Purdue University. Marina Blanton is an assistant professor in the computer science and engineering department at the University of Notre Dame.

General Concepts and Techniques: Algorithms Design and Analysis Techniques. Searching. Sorting and Order Statistics. Basic Data Structures. Topics in Data Structures. Multidimensional Data Structures for Spatial Applications. Basic Graph Algorithms. Advanced Combinatorial Algorithms. Dynamic Graph Algorithms. On-Line Algorithms. External Memory Algorithms and Data Structures. Average Case Analysis of Algorithms. Randomized Algorithms. Pattern Matching in Strings. Text Data Compression Algorithms. General Pattern Matching. Computational Number Theory. Algebraic and Numerical Algorithms. Applications of FFT and Structured Matrices. Basic Notions in Computational Complexity. Formal Grammars and Languages. Computability. Complexity Classes. Reducibility and Completeness. Other Complexity Classes and Measures. Parameterized Algorithms. Computational Learning Theory. Algorithmic Coding Theory. Parallel Computation. Distributed Computing. Linear Programming. Integer Programming. Convex Optimization. Simulated Annealing Techniques. Approximation Algorithms for NP-Hard Optimization Problems. Special Topics and Techniques: Computational Geometry I. Computational Geometry II. Computational Topology. Robot Algorithms. Vision and Image Processing Algorithms. Graph Drawing Algorithms. Algorithmics in Intensity-Modulated Radiation Therapy. VLSI Layout Algorithms. Cryptographic Foundations. Encryption Schemes. Cryptanalysis. Crypto Topics and Applications I. Crypto Topics and Applications II. Secure Multi-Party Computation. Electronic Cash. Voting Schemes. Auction Protocols. Pseudorandom Sequences and Stream Ciphers. Theory of Privacy and Anonymity. Database Theory. Scheduling Algorithms. Computational Game Theory. Artificial Intelligence Search Algorithms. Algorithmic Aspects of Natural Language Processing. Algorithmic Techniques for Regular Networks of Processors. Parallel Algorithms. Self-Stabilizing Algorithms. Theory of Communication Networks. Network Algorithmics. Algorithmic Issues in Grid Computing. Uncheatable Grid Computing. DNA Computing. Computational Systems Biology. Pricing Algorithms for Financial Derivatives.