/data-algos

An knowledge graph for data structures and algorithms in markdown format

-- Data structures and algorithms ontology --

Resources

Books

Data structures and algorithms

  • 'MIT Press', 'Introduction to Algorithms' by 'Thomas H. Cormen', 'Charles E. Leiserson', 'Ronald L. Rivest' and 'Clifford Stein'
  • 'Pearson', 'Data Structures and Algorithms' by Alfred V. Aho', Jeffrey D. Ullman' and 'John E. Hopcroft'
  • 'Springer', 'The Algorithm Design Manual' by 'Steven S. Skiena'
  • 'Cambridge', 'Algorithms on Strings, Trees, and Sequences' by 'Dan Gusfield'
  • 'Prentice Hall', 'Artificial Intelligence: A Modern Approach' by 'Stuart J. Russell' and 'Peter Norvig'

Optimization

  • 'Athena Scientific', 'Nonlinear Programming' by 'Dimitri P. Bertsekas'
  • 'Cambridge', 'Convex Optimization' by 'Stephen Boyd' and 'Lieven Vandenberghe'
  • Independent, 'Clever Algorithms: Nature-Inspired Programming Recipes' by 'Jason Brownlee'

Management science / Operations research

  • 'Pearson', 'Introduction to Management Science' by 'Bernard W. Taylor'

Online books