Papers/2014/masakoha-thesis/final: paper/chapter3.tex annotate

annotate paper/chapter3.tex @ 47:6cb2ab3726bf

chapter3 ok

author	Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp>
date	Wed, 19 Feb 2014 22:00:31 +0900
parents	b72aa70d301d
children	93cb7cee6632

rev	line source
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	1 \chapter{例題}
0 9bf2694ed231 add some files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: diff changeset	2 \label{chap:poordirection}
9bf2694ed231 add some files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: diff changeset	3
47 6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	4 \section{ファイルの読み込みに関する例題}
43 c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	5 テキストファイルをある一定のサイズに分割して読み込むプログラムである。このプログラムでは、pread という関数で実装した。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	6 pread 関数は UNIX 標準に関するヘッダファイル、unistd.h に含まれている関数である。(表\ref{table:pread})
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	7 読み込んだテキストファイルはバッファに格納されるが、その格納先は TaskManager の API でメモリを確保する。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	8 \begin{tiny}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	9 \begin{table}[ht]
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	10 \begin{center}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	11 \label{table:pread}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	12 \small
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	13 ssize\_t pread(int fd, void *buf, size\_t nbyte, off\_t offset);
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	14 \begin{tabular}[t]{c\|l}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	15 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	16 int fd & 読み込むファイルディスクリプタ \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	17 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	18 void *buf & 予め用意したバッファへの書き込み \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	19 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	20 size\_t nbyte & 読み込むサイズ \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	21 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	22 off\_t offset& ファイルの先頭からのオフセット \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	23 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	24 \end{tabular}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	25 \caption{pread 関数の概要}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	26 \end{center}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	27 \end{table}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	28 \end{tiny}
37 ce985cabf699 add OUTLINE chapter4 Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 36 diff changeset	29
43 c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	30 1GB のテキストファイルを分割して読み込み終わるまでの時間を表\ref{table:preaddata}に示す。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	31 \begin{tiny}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	32 \begin{table}[ht]
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	33 \begin{center}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	34 \label{table:preaddata}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	35 \small
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	36 \begin{tabular}[t]{c\|l}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	37 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	38 分割サイズ & 読み込み速度(s)\\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	39 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	40 16KB & XX.XXX \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	41 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	42 16MB & XX.XXX \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	43 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	44 256MB & XX.XXX \\
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	45 \hline
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	46 \end{tabular}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	47 \caption{file read の実行結果}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	48 \end{center}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	49 \end{table}
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	50 \end{tiny}
37 ce985cabf699 add OUTLINE chapter4 Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 36 diff changeset	51
43 c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	52 分割サイズを大きくすると、pread の呼ばれる回数が少なくなるので読み込むことが速くなる。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	53 しかし、ある一定以上の大きさになると I/O ネックが勝ってしまい、読み込み速度が変わらない。
37 ce985cabf699 add OUTLINE chapter4 Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 36 diff changeset	54
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	55 \newpage
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	56
47 6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	57 \section{ファイルに対して処理を行う例題}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	58 読み込んだテキストファイルに対して文字列検索を行う例題として、Boyer-Moore String Search を実装した。
43 c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	59 このアルゴリズムは 1977 年に Robert S. Boyer と J Strother Moore が開発した効率的なアルゴリズムである。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	60
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	61 Boyer-Moore String Search を紹介する前に、文字列検索で比較的単純なアルゴリズムである力任せ法を紹介する。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	62 なお、テキストファイルに含まれている文字列を text、検索する文字列を pattern と定義する。
c153591bb3f7 add some image files Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 42 diff changeset	63
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	64 力任せ法(総当り法とも呼ばれる)は、text と pattern を先頭から比較していき、
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	65 pattern と一致しなければ pattern を1文字分だけ後ろにずらして再度比較をしていくアルゴリズムである。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	66 text の先頭から pattern の先頭を比較していき、文字の不一致が起きた場合は、
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	67 pattern を右に 1 つだけずらして、再度 text と pattern の先頭を比較していく。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	68 (図\ref{fig:bruteforth})
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	69
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	70 \begin{figure}[htbp]
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	71 \begin{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	72 \includegraphics[width=0.5\textwidth]{fig/bruteforth.pdf}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	73 \end{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	74 \caption{力まかせ法}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	75 \label{fig:bruteforth}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	76 \end{figure}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	77
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	78 このアルゴリズムは実装が簡単であり、pattern が text に含まれていれば必ず探しだすことができる。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	79 しかし、text と pattern の文字数が大きくなるにつれて、比較回数も膨大になる恐れがある。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	80 text の文字数を $n$、pattern の文字数を $m$とすると、力任せ法の最悪計算時間は $O(nm)$ となる。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	81
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	82 この比較回数を改善したアルゴリズムが Boyer-Moore String Search である。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	83 力任せ法との大きな違いとして、text と pattern を先頭から比較するのではなく、
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	84 pattern の末尾から比較していくことである。そして不一致が起こった場合は、
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	85 その不一致が起こった text の文字で再度比較する場所が決まる。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	86
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	87
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	88 \newpage
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	89 まず始めに、比較する場所を着目点とおく。図\ref{fig:bmsearchthink}の場合、
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	90 最初に比較する patternの末尾と、それに対応する text を着目点とする。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	91 (a)ではその着目点で不一致が起こっているので、それ以上比較しなくてもよいことがわかる。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	92 不一致が起こった場合は (b) のように着目点をずらしていく。着目点を1つ右にずらして再度 pattern の末尾から比較していく。これを繰り返しをして、(d) のときに初めて一致することがわかる。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	93
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	94 (a)のときに不一致を起こした text の文字に注目する。その文字が pattern に含まれていない文字であるならば、着目点を1つずらしても、2つずらしても一致することはない。pattern に含まれていない文字で不一致になった場合は、pattern の文字数分だけ着目点をずらすことができる。
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	95
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	96 \begin{figure}[htbp]
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	97 \begin{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	98 \includegraphics[width=0.5\textwidth]{fig/bmsearchthink.pdf}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	99 \end{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	100 \caption{pattern に含まれていない文字で不一致になった場合}
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	101 \label{fig:bmsearchthink}
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	102 \end{figure}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	103
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	104 次に、pattern に含まれている文字で不一致になった場合を紹介する。
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	105 図\ref{fig:bmsearchthink}と同様に、文字を比較していく。
46 b72aa70d301d write BMsearch Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 45 diff changeset	106 図\ref{fig:bmsearchinclude}(a)のときに不一致が起こる。
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	107 その時の text の文字列は pattern に含まれている。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	108 この場合は着目点を右に2つずらすと text と pattern が一致する。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	109 もし、pattern に含まれている文字で不一致になった場合は、その text の文字に注目する。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	110 その文字を pattern 内から探し、その文字が pattern の末尾から
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	111 どれだけ離れているかで着目点を右にずらす量が決定される。
46 b72aa70d301d write BMsearch Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 45 diff changeset	112 図\ref{fig:bmsearchinclude}の場合であれば、不一致時の文字が a であれば右に2つ、
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	113 b であれば右に1つずらすことができる。
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	114
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	115 \begin{figure}[htbp]
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	116 \begin{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	117 \includegraphics[width=0.5\textwidth]{fig/bmsearchinlucde.pdf}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	118 \end{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	119 \caption{pattern に含まれている文字で不一致になった場合}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	120 \label{fig:bmsearchinclude}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	121 \end{figure}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	122
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	123 \newpage
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	124
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	125 pattern に同じ文字が複数入り、その文字で不一致になった場合は図\ref{fig:bmsearchsame}のようになる。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	126 この場合 a という文字が pattern の末尾から 1つ離れている箇所と 3 つ離れている箇所が存在する。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	127 (a) のように、a で不一致が起こった場合は、着目点を右に1つか3つ移動できる。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	128 しかし、着目点を右に3つずらしてしまうと、(b-1)のように text の途中にある "abac" という文字列を見逃してしまう。着目点を右に1つずらせば、(b-2)のように検索漏れを起こすことはなくなる。
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	129
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	130 このように、pattern に同じ文字が複数入っている場合は、末尾から一番近いほうを適用する。よって、図\ref{fig:bmsearchinclude}では、不一致時の文字が a であれば右に1つ、b であれば右に2つ着目点をずらすことができる。
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	131
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	132 \begin{figure}[htbp]
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	133 \begin{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	134 \includegraphics[width=0.5\textwidth]{fig/bmsearchsame.pdf}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	135 \end{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	136 \caption{pattern に同じ文字が複数入り、その文字で不一致になった場合}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	137 \label{fig:bmsearchsame}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	138 \end{figure}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	139
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	140
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	141 \newpage
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	142 pattern と text と不一致時の処理をまとめると、
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	143
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	144 \begin{itemize}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	145 \item pattern に含まれていない文字の場合は、 pattern の長さだけ着目点を右にずらす
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	146 \item pattern に含まれている文字の場合は、その文字が pattern の末尾から離れている分だけ着目点を右にずらす
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	147 \item pattern に含まれている文字かつ、その文字が pattern に複数含まれている場合は、 pattern の末尾から一番近い分だけ着目点を右にずらす
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	148 \end{itemize}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	149
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	150 となる。図\ref{fig:bmsearchbasic}の例であれば、不一致字の text の文字が a であれば着目点を 2つ、 b であれば 1つ、それ以外の文字列は3つずらすことができる。
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	151
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	152 \begin{figure}[htbp]
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	153 \begin{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	154 \includegraphics[width=0.5\textwidth]{fig/bmsearchbasic.pdf}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	155 \end{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	156 \caption{Boyer-Moore Search String}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	157 \label{fig:bmsearchbasic}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	158 \end{figure}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	159
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	160 このように、Boyer-Moore Search String は、不一致が起こった時の text の文字によって着目点をずらすということが起こるので、
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	161 文字列検索を行う前に、着目点をずらす量を参照するための BMsearch skip table を作成する。
46 b72aa70d301d write BMsearch Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 45 diff changeset	162 "doing" という pattern であれば、そのテーブルは図\ref{fig:bmskiptable1}となる。
45 c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	163
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	164 \begin{figure}[htbp]
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	165 \begin{center}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	166 \includegraphics[width=0.8\textwidth]{fig/bmskiptable1.pdf}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	167 \end{center}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	168 \caption{BMsearch skip table}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	169 \label{fig:bmskiptable1}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	170 \end{figure}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	171
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	172 \if0
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	173 文字列検索を行う前に、不一致になったときの文字列によって着目点をいくつ右にずらすかというテーブルを作成しなければならない。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	174
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	175 そのテーブルの作成は次のプログラムで作成できる。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	176
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	177 \newpage
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	178
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	179 \begin{verbatim}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	180 static int*
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	181 create_BMskiptable(unsigned char *pattern,
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	182 int pattern_len,int *skip_table)
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	183 {
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	184 for(int i = 0; i < 128; ++i){
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	185 skip_table[i] = pattern_len;
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	186 }
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	187
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	188 for(int j = 0; j < pattern_len - 1; ++j){
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	189 skip_table[pattern[j]] = pattern_len - j - 1;
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	190 }
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	191
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	192 return skip_table;
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	193 }
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	194 \end{verbatim}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	195 このソースでの 128 とは ASCII コード表における最大値である。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	196 それぞれの文字に対して pattern の長さ (pattern\_len) を格納する。pattern が "doing" という文字列だと仮定すると、
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	197 pattern\_len = 5 となる。次に pattern の先頭から文字を調べる。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	198 先頭の文字は d であり、d に対応する table に着目点をずらすための移動量を格納する。
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	199 移動量を格納したら、pattern の次の文字を調べ、そして移動量を格納していく。(図\ref{fig:bmskiptable})
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	200
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	201 \begin{figure}[htbp]
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	202 \begin{center}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	203 \includegraphics[width=0.8\textwidth]{fig/bmskiptable.pdf}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	204 \end{center}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	205 \caption{skip table の生成時の様子}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	206 \label{fig:bmskiptable}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	207 \end{figure}
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	208
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	209 \fi
c041b9b3bf9d add image Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 44 diff changeset	210
46 b72aa70d301d write BMsearch Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 45 diff changeset	211 \newpage
b72aa70d301d write BMsearch Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 45 diff changeset	212
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	213
47 6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	214 この例題ではファイルを読み込んで一定の大きさでファイルを分割する。分割したものにそれぞれ Boyer-Moore String Search を行う。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	215 それぞれの結果は pattern が含まれている個数が返ってくるので、最後に集計をして個数を表示する。このような一つ一つの処理を Task と呼ぶ。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	216 図\ref{fig:includeiotask}では、ファイルの読み込みが File Read、分割したものに Boyer-Moore String Search することが Run Tasks、
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	217 返した結果が Output Data、それぞれの結果の集計が Run resultTask に相当する。
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	218
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	219 \begin{figure}[htbp]
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	220 \begin{center}
47 6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	221 \includegraphics[width=1.0\textwidth]{fig/includeiotask.pdf}
44 cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	222 \end{center}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	223 \caption{IO を含む Task}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	224 \label{fig:includeiotask}
cd95400bcaec write BM search (not finish) Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 43 diff changeset	225 \end{figure}
37 ce985cabf699 add OUTLINE chapter4 Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 36 diff changeset	226
47 6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	227 ファイルを分割したときに、分割される部分で pattern が含まれる場合が存在する。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	228 その場合は、本来の読み込み部分の text の長さ $L$ に加えて、pattern の長さ $s$ だけ多く読みこむように設計することでこの問題は解決できる。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	229 しかし、1 つの Search Task の text の長さが $L+s$ の場合だと、pattern が Search Task 1 に含まれ、Search Task 2 にも含まれてしまう。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	230 (図\ref{fig:includeiotask})
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	231
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	232 \begin{figure}[htbp]
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	233 \begin{center}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	234 \includegraphics[width=1.0\textwidth]{fig/iodivfail.pdf}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	235 \end{center}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	236 \caption{分割周りの処理・失敗時 (例:doing の検索)}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	237 \label{fig:includeiotask}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	238 \end{figure}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	239
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	240 それを解決するために、1つの Search task の text の長さに pattern の長さを加えてから 1 引いた数だけ読み込むようにすればそのような問題は起こらない。よって、読み込むデータ量は $ L + s -1 $となる。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	241
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	242 \begin{figure}[htbp]
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	243 \begin{center}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	244 \includegraphics[width=1.0\textwidth]{fig/iodivsuc.pdf}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	245 \end{center}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	246 \caption{分割周りの処理・成功時 (例:doing の検索)}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	247 \label{fig:includeiotask}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	248 \end{figure}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	249
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	250 力任せ法と Boyer-Moore String Search では以下の表のようになる。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	251 実験環境は Mac OS X 10.9、memory 16GB で実験して、ファイルの大きさは 10GB である。
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	252
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	253 \begin{tiny}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	254 \begin{table}[ht]
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	255 \begin{center}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	256 \label{table:search}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	257 \small
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	258 \begin{tabular}[t]{c\|l}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	259 \hline
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	260 mode & 処理速度(s)\\
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	261 \hline
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	262 力任せ法 & XX.XXX \\
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	263 \hline
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	264 Boyer-Moore String Search & XX.XXX \\
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	265 \hline
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	266 \end{tabular}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	267 \caption{文字列検索アルゴリズムの比較}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	268 \end{center}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	269 \end{table}
6cb2ab3726bf chapter3 ok Masataka Kohagura <e085726@ie.u-ryukyu.ac.jp> parents: 46 diff changeset	270 \end{tiny}

Mercurial > hg > Papers > 2014 > masakoha-thesis > final

annotate paper/chapter3.tex @ 47:6cb2ab3726bf