Mathematics for Computer Science

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“mcs” — 2017/3/3 — 11:21 — page 544 — #552
“mcs” — 2017/3/3 — 11:21 — page 545 — #553 Introduction Counting seems easy enough: 1, 2, 3, 4, etc. This direct approach works well for counting simple things—like your toes—and may be the only approach for extremely complicated things with no identifiable structure. However, subtler methods can help you count many things in the vast middle ground, such as: The number of different ways to select a dozen doughnuts when there are five varieties available. The number of 16-bit numbers with exactly 4 ones. Perhaps surprisingly, but certainly not coincidentally, these two numbers are the same: 1820. Counting is useful in computer science for several reasons: Determining the time and storage required to solve a computational problem— a central objective in computer science—often comes down to solving a counting problem. Password and encryption security counts on having a very large set of possible passwords and encryption keys. Counting is the basis of probability theory, which plays a central role in all sciences, including computer science. We begin our study of counting in Chapter 14 with a collection of rules and methods for finding closed-form expressions for commonly-occurring sums and products such as P n iD0 xi and Q n iD1 i. We also introduce asymptotic notations such as , O and ‚ that are commonly used in computer science to express how a quantity such as the running time of a program grows with the size of the input.
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