Algorithms in Action, 1st Edition By Victor Adamchik
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Document details
- Pages
- 179
- File size
- 4.84 MB
- Format
- Digital PDF
- Course
- Algorithms and Programming
- Category
- eBook[PDF]
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About this ebook
The textbook "Algorithms in Action" (1st Edition) by Victor Adamchik spans nine chapters and covers both foundational computer science concepts and advanced algorithmic design techniques. [1, 2]
The primary topics detailed in the book's curriculum include:
Foundational Reviews & Core Structures
- Runtime Complexity: Analysis of algorithm efficiency, mathematical foundations, and Big-O notations.
- Lower Bound for Sorting: Theoretical limits of sorting algorithms and comparisons.
- Trees and Graphs: Structural properties, traversals, and baseline implementations. [1, 2]
Advanced Algorithmic Frameworks
- Amortized Analysis: Evaluating the average performance of operations over a sequence of actions.
- Heaps: Priority queue implementations and heap-based algorithm structures.
- Dynamic Programming: Optimization techniques, overlapping subproblems, and optimal substructure analysis.
- Network Flow: Maximizing flow networks, cuts, and optimization problems.
- Linear Programming: Optimization of linear objective functions under constraints.
- NP-Completeness: Intractability, complexity classes, and proving problems are NP-complete. [1, 2]
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4.84 MB
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