Advanced Data Structures
"Algorithms + Data Structures = Programs"
It is a 1976 book written by Niklaus Wirth covering some of the fundamental topics of computer programming, particularly that algorithms and data structures are inherently related. For example, if one has a sorted list one will use a search algorithm optimal for sorted lists. The book was one of the most influential computer science books of the time and, like Wirth's other work, was extensively used in education.
It is a 1976 book written by Niklaus Wirth covering some of the fundamental topics of computer programming, particularly that algorithms and data structures are inherently related. For example, if one has a sorted list one will use a search algorithm optimal for sorted lists. The book was one of the most influential computer science books of the time and, like Wirth's other work, was extensively used in education.
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The Turbo Pascal compiler written by Anders Hejlsberg was largely inspired by the Tiny Pascal compiler in Niklaus Wirth's book.
Advanced data structures are one of the most important disciplines of data science since they are used for storing, organizing, managing data and information to make it more efficient, easier to access, and modify. They are the foundation for designing and developing efficient and effective software and algorithms. Knowing how to create and construct a decent data structure is essential for being a skilled programmer. With the rise of new information technology, working practices, its scope is likewise expanding. |
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The efficiency and performance of many of the algorithms directly depend upon the data that particular algorithm is using for calculations and other data operations. Data structures perform the basic operation of storing data during the run-time or execution of the program in the main memory, so memory management is also an important factor as it will directly affect the space complexity of a program or algorithm. So choosing an appropriate data structure plays an important role in program efficiency and performance.
List of Advanced Data Structures:
Advanced-Data structures have grown into many manifolds. The broad categories into which advanced data structures are divided are as follows:
List of Advanced Data Structures:
Advanced-Data structures have grown into many manifolds. The broad categories into which advanced data structures are divided are as follows:
- Primitive types
- Composite or non-primitive type
- Abstract data types
- Linear Data Structures
- Tree types
- Hash-based structures
- Graphs
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