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<HTML><HEAD><TITLE>Brute-Force Algorithm</TITLE></HEAD><BODY bgcolor="#FFFFFF"> <a href="../index.html" target="_top"><img src="../icons/usins.gif" alt="Logo" align=right></a><b>Data Structures and Algorithms with Object-Oriented Design Patterns in Python</b><br><A NAME="tex2html6198" HREF="page437.html"><IMG WIDTH=37 HEIGHT=24 ALIGN=BOTTOM ALT="next" SRC="../icons/next_motif.gif"></A> <A NAME="tex2html6196" HREF="page435.html"><IMG WIDTH=26 HEIGHT=24 ALIGN=BOTTOM ALT="up" SRC="../icons/up_motif.gif"></A> <A NAME="tex2html6190" HREF="page435.html"><IMG WIDTH=63 HEIGHT=24 ALIGN=BOTTOM ALT="previous" SRC="../icons/previous_motif.gif"></A> <A NAME="tex2html6200" HREF="page611.html"><IMG WIDTH=43 HEIGHT=24 ALIGN=BOTTOM ALT="index" SRC="../icons/index_motif.gif"></A> <BR><HR><H3><A NAME="SECTION0014111000000000000000">Brute-Force Algorithm</A></H3><P>Since each of the elements of <IMG WIDTH=143 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline67635" SRC="img1702.gif" >is either a zero or a one,there are <IMG WIDTH=15 HEIGHT=11 ALIGN=BOTTOM ALT="tex2html_wrap_inline60291" SRC="img558.gif" > possible values for <I>X</I>.A brute-force algorithm to solve this problemfinds the best solution by enumerating all the possible values of <I>X</I>.<P>For each possible value of <I>X</I> we check firstif the constraint <IMG WIDTH=102 HEIGHT=25 ALIGN=MIDDLE ALT="tex2html_wrap_inline67649" SRC="img1707.gif" > is satisfied.A value which satisfies the constraint is calleda <em>feasible solution</em><A NAME=32135> </A>.The solution to the problem is the feasible solution whichminimizes <IMG WIDTH=53 HEIGHT=25 ALIGN=MIDDLE ALT="tex2html_wrap_inline67651" SRC="img1708.gif" > which is called the<em>objective function</em><A NAME=32139> </A>.<P>Since there are <IMG WIDTH=15 HEIGHT=11 ALIGN=BOTTOM ALT="tex2html_wrap_inline60291" SRC="img558.gif" > possible values of <I>X</I>the running time of a brute-force solution is <IMG WIDTH=39 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline60189" SRC="img539.gif" >.The running time needed to determine whether a possible value isa feasible solution is <I>O</I>(<I>n</I>)and the time required to evaluate the objective function is also <I>O</I>(<I>n</I>).Therefore, the running time of the brute-force algorithm is <IMG WIDTH=49 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline67663" SRC="img1709.gif" >.<P><HR><A NAME="tex2html6198" HREF="page437.html"><IMG WIDTH=37 HEIGHT=24 ALIGN=BOTTOM ALT="next" SRC="../icons/next_motif.gif"></A> <A NAME="tex2html6196" HREF="page435.html"><IMG WIDTH=26 HEIGHT=24 ALIGN=BOTTOM ALT="up" SRC="../icons/up_motif.gif"></A> <A NAME="tex2html6190" HREF="page435.html"><IMG WIDTH=63 HEIGHT=24 ALIGN=BOTTOM ALT="previous" SRC="../icons/previous_motif.gif"></A> <A NAME="tex2html6200" HREF="page611.html"><IMG WIDTH=43 HEIGHT=24 ALIGN=BOTTOM ALT="index" SRC="../icons/index_motif.gif"></A> <P><ADDRESS><img src="../icons/bruno.gif" alt="Bruno" align=right><a href="../copyright.html">Copyright © 2003</a> by <a href="../signature.html">Bruno R. Preiss, P.Eng.</a> All rights reserved.</ADDRESS></BODY></HTML>
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