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List of 'Top Ten Algorithms'

  • 大学院での何かの授業で配布された資料
    • 紙一枚を持っているのはあれなので,転載する
    • IEEE/AIP Computing in Science and Engineering, January-February, 2000.


1. 1946: The Metropolis Algorithm for Monte Carlo. Through the use of random processes, this algorithm offers an efficient way to stumble toward answers to problems that are too complicated to solve exactly.
2. 1947: Simplex Method for Linear Programming. An elegant solution to a common problem in planning and decision-making.
3. 1950: Krylov Subspace Iteration Method. A technique for rapidly solving the linear equations that abound in scientific computation.
4. 1951: The Decompositional Approach to Matrix Computations. A suite of techniques for numerical linear algebra.

    • LU分解かな?

5. 1957: The Fortran Optimizing Compiler. Turns high-level code into efficient computer-readable code.

6. 1959: QR Algorithm for Computing Eigenvalues. Another crucial matrix operation made swift and practical.
7. 1962: Quicksort Algorithms for Sorting. For the efficient handling of large databases.
8. 1965: Fast Fourier Transform. Perhaps the most ubiquitous algorithm in use today, it break down waveforms (like sound) into periodic components.
9. 1977: Integer Relation Detection. A fast method for spotting simple equations satisfied by collections of seemingly unrelated numbers.
10. 1987: Fast Multipole Method. A breakthrough in dealing with the complexity of n-body calculations, applied in problems ranging from celestial mechanics to protein folding.