Introduction to algorithms
The Art of Computer Programming Volumes 1-3 Boxed Set
The Art of Computer Programming Volumes 1-3 Boxed Set
Algorithms + Data Structures = Programs
Algorithms + Data Structures = Programs
The Design and Analysis of Computer Algorithms
The Design and Analysis of Computer Algorithms
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The analysis of algorithms can be partitioned into two areas: algorithm complexity and problem complexity. The former is concerned with consideration of a specific algorithm for a problem and the analysis of its behavior with respect to the amount of memory space, time, or other resource used. The latter is concerned with the class of all algorithms for a particular problem and the determination of its minimum requirements with respect to space and time or other resources. Such analyses are second in importance only to the determination of the correctness of an algorithm. They provide the means to choose algorithms intelligently and improve them.