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25 <div class="section">
26 <div class="titlepage"><div><div><h3 class="title">
27 <a name="math_toolkit.roots_noderiv.bracket_solve"></a><a class="link" href="bracket_solve.html" title="Bracket and Solve Root">Bracket and
28       Solve Root</a>
29 </h3></div></div></div>
30 <pre class="programlisting"><span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">F</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">T</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">Tol</span><span class="special">&gt;</span>
31 <span class="identifier">std</span><span class="special">::</span><span class="identifier">pair</span><span class="special">&lt;</span><span class="identifier">T</span><span class="special">,</span> <span class="identifier">T</span><span class="special">&gt;</span>
32    <span class="identifier">bracket_and_solve_root</span><span class="special">(</span>
33       <span class="identifier">F</span> <span class="identifier">f</span><span class="special">,</span>
34       <span class="keyword">const</span> <span class="identifier">T</span><span class="special">&amp;</span> <span class="identifier">guess</span><span class="special">,</span>
35       <span class="keyword">const</span> <span class="identifier">T</span><span class="special">&amp;</span> <span class="identifier">factor</span><span class="special">,</span>
36       <span class="keyword">bool</span> <span class="identifier">rising</span><span class="special">,</span>
37       <span class="identifier">Tol</span> <span class="identifier">tol</span><span class="special">,</span>
38       <span class="identifier">boost</span><span class="special">::</span><span class="identifier">uintmax_t</span><span class="special">&amp;</span> <span class="identifier">max_iter</span><span class="special">);</span>
39
40 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">F</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">T</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">Tol</span><span class="special">,</span> <span class="keyword">class</span> <a class="link" href="../../policy.html" title="Chapter&#160;20.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a><span class="special">&gt;</span>
41 <span class="identifier">std</span><span class="special">::</span><span class="identifier">pair</span><span class="special">&lt;</span><span class="identifier">T</span><span class="special">,</span> <span class="identifier">T</span><span class="special">&gt;</span>
42    <span class="identifier">bracket_and_solve_root</span><span class="special">(</span>
43       <span class="identifier">F</span> <span class="identifier">f</span><span class="special">,</span>
44       <span class="keyword">const</span> <span class="identifier">T</span><span class="special">&amp;</span> <span class="identifier">guess</span><span class="special">,</span>
45       <span class="keyword">const</span> <span class="identifier">T</span><span class="special">&amp;</span> <span class="identifier">factor</span><span class="special">,</span>
46       <span class="keyword">bool</span> <span class="identifier">rising</span><span class="special">,</span>
47       <span class="identifier">Tol</span> <span class="identifier">tol</span><span class="special">,</span>
48       <span class="identifier">boost</span><span class="special">::</span><span class="identifier">uintmax_t</span><span class="special">&amp;</span> <span class="identifier">max_iter</span><span class="special">,</span>
49       <span class="keyword">const</span> <a class="link" href="../../policy.html" title="Chapter&#160;20.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a><span class="special">&amp;);</span>
50 </pre>
51 <p>
52         <code class="computeroutput"><span class="identifier">bracket_and_solve_root</span></code> is
53         a convenience function that calls <a class="link" href="TOMS748.html" title="Algorithm TOMS 748: Alefeld, Potra and Shi: Enclosing zeros of continuous functions">TOMS
54         748 algorithm</a> internally to find the root of <span class="emphasis"><em>f(x)</em></span>.
55         It is generally much easier to use this function rather than <a class="link" href="TOMS748.html" title="Algorithm TOMS 748: Alefeld, Potra and Shi: Enclosing zeros of continuous functions">TOMS
56         748 algorithm</a>, since it does the hard work of bracketing the root
57         for you. It's bracketing routines are quite robust and will usually be more
58         foolproof than home-grown routines, unless the function can be analysed to
59         yield tight brackets.
60       </p>
61 <p>
62         Note that this routine can only be used when:
63       </p>
64 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
65 <li class="listitem">
66             <span class="emphasis"><em>f(x)</em></span> is monotonic in the half of the real axis containing
67             <span class="emphasis"><em>guess</em></span>.
68           </li>
69 <li class="listitem">
70             The value of the inital guess must have the same sign as the root: the
71             function will <span class="emphasis"><em>never cross the origin</em></span> when searching
72             for the root.
73           </li>
74 <li class="listitem">
75             The location of the root should be known at least approximately, if the
76             location of the root differs by many orders of magnitude from <span class="emphasis"><em>guess</em></span>
77             then many iterations will be needed to bracket the root in spite of the
78             special heuristics used to guard against this very situation. A typical
79             example would be setting the initial guess to 0.1, when the root is at
80             1e-300.
81           </li>
82 </ul></div>
83 <p>
84         The <code class="computeroutput"><span class="identifier">bracket_and_solve_root</span></code>
85         parameters are:
86       </p>
87 <div class="variablelist">
88 <p class="title"><b></b></p>
89 <dl class="variablelist">
90 <dt><span class="term">f</span></dt>
91 <dd><p>
92               A unary functor (or C++ lambda) that is the function whose root is
93               to be solved. <span class="emphasis"><em>f(x)</em></span> must be uniformly increasing
94               or decreasing on <span class="emphasis"><em>x</em></span>.
95             </p></dd>
96 <dt><span class="term">guess</span></dt>
97 <dd><p>
98               An initial approximation to the root.
99             </p></dd>
100 <dt><span class="term">factor</span></dt>
101 <dd><p>
102               A scaling factor that is used to bracket the root: the value <span class="emphasis"><em>guess</em></span>
103               is multiplied (or divided as appropriate) by <span class="emphasis"><em>factor</em></span>
104               until two values are found that bracket the root. A value such as 2
105               is a typical choice for <span class="emphasis"><em>factor</em></span>. In addition <span class="emphasis"><em>factor</em></span>
106               will be multiplied by 2 every 32 iterations: this is to guard against
107               a really very bad initial guess, typically these occur when it's known
108               the result is very large or small, but not the exact order of magnitude.
109             </p></dd>
110 <dt><span class="term">rising</span></dt>
111 <dd><p>
112               Set to <span class="emphasis"><em>true</em></span> if <span class="emphasis"><em>f(x)</em></span> is rising
113               on <span class="emphasis"><em>x</em></span> and <span class="emphasis"><em>false</em></span> if <span class="emphasis"><em>f(x)</em></span>
114               is falling on <span class="emphasis"><em>x</em></span>. This value is used along with
115               the result of <span class="emphasis"><em>f(guess)</em></span> to determine if <span class="emphasis"><em>guess</em></span>
116               is above or below the root.
117             </p></dd>
118 <dt><span class="term">tol</span></dt>
119 <dd><p>
120               A binary functor (or C++ lambda) that determines the termination condition
121               for the search for the root. <span class="emphasis"><em>tol</em></span> is passed the
122               current brackets at each step, when it returns true then the current
123               brackets are returned as the pair result. See also <a class="link" href="root_termination.html" title="Termination Condition Functors">predefined
124               termination functors</a>.
125             </p></dd>
126 <dt><span class="term">max_iter</span></dt>
127 <dd><p>
128               The maximum number of function invocations to perform in the search
129               for the root. On exit is set to the actual number of invocations performed.
130             </p></dd>
131 </dl>
132 </div>
133 <p>
134         The final <a class="link" href="../../policy.html" title="Chapter&#160;20.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
135         be used to control the behaviour of the function: how it handles errors,
136         what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Chapter&#160;20.&#160;Policies: Controlling Precision, Error Handling etc">policy
137         documentation for more details</a>.
138       </p>
139 <p>
140         <span class="bold"><strong>Returns</strong></span>: a pair of values <span class="emphasis"><em>r</em></span>
141         that bracket the root so that:
142       </p>
143 <div class="blockquote"><blockquote class="blockquote"><p>
144           f(r.first) * f(r.second) &lt;= 0
145         </p></blockquote></div>
146 <p>
147         and either
148       </p>
149 <div class="blockquote"><blockquote class="blockquote"><p>
150           tol(r.first, r.second) == true
151         </p></blockquote></div>
152 <p>
153         or
154       </p>
155 <div class="blockquote"><blockquote class="blockquote"><p>
156           max_iter &gt;= m
157         </p></blockquote></div>
158 <p>
159         where <span class="emphasis"><em>m</em></span> is the initial value of <span class="emphasis"><em>max_iter</em></span>
160         passed to the function.
161       </p>
162 <p>
163         In other words, it's up to the caller to verify whether termination occurred
164         as a result of exceeding <span class="emphasis"><em>max_iter</em></span> function invocations
165         (easily done by checking the value of <span class="emphasis"><em>max_iter</em></span> when
166         the function returns), rather than because the termination condition <span class="emphasis"><em>tol</em></span>
167         was satisfied.
168       </p>
169 </div>
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