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<h1 class="cover"><span>Function</span><wbr><span><span>Optimization</span></span></h1>
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="index.html">FunctionOptimization</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>features<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.misc/-feature-set/index.html">FeatureSet</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../-optimization-feature/index.html">OptimizationFeature</a><span class="token operator">&gt;</span><span class="token punctuation">, </span></span><span class="parameter "><span class="token keyword">val </span>expression<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.expressions/-differentiable-expression/index.html">DifferentiableExpression</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span> : <a href="../-optimization-problem/index.html">OptimizationProblem</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt; </span><span class="clearfix"><span class="floating-right">(<a href="https://github.com/SciProgCentre/kmath/tree/master/kmath-optimization/src/commonMain/kotlin/space/kscience/kmath/optimization/FunctionOptimization.kt#L21">source</a>)</span></span></div></div></div>
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<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="CONSTRUCTOR,TYPE,FUNCTION,PROPERTY">Members</button><button class="section-tab" data-togglable="CONSTRUCTOR,TYPE,FUNCTION,PROPERTY,EXTENSION_PROPERTY,EXTENSION_FUNCTION">Members &amp; Extensions</button></div>
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<div data-togglable="CONSTRUCTOR">
<h2 class="">Constructors</h2>
<div class="table"><a data-name="332733968%2FConstructors%2F959727596" anchor-label="FunctionOptimization" id="332733968%2FConstructors%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="CONSTRUCTOR" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="-function-optimization.html"><span>Function</span><wbr><span><span>Optimization</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="332733968%2FConstructors%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">constructor</span><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">features<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.misc/-feature-set/index.html">FeatureSet</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../-optimization-feature/index.html">OptimizationFeature</a><span class="token operator">&gt;</span><span class="token punctuation">, </span></span><span class="parameter ">expression<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.expressions/-differentiable-expression/index.html">DifferentiableExpression</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span></div></div></div>
</div>
</div>
</div>
</div>
</div>
</div>
<div data-togglable="FUNCTION">
<h2 class="">Functions</h2>
<div class="table"><a data-name="803315252%2FFunctions%2F959727596" anchor-label="equals" id="803315252%2FFunctions%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="equals.html"><span><span>equals</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="803315252%2FFunctions%2F959727596"></span>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">operator override </span><span class="token keyword">fun </span><a href="equals.html"><span class="token function">equals</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">other<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token operator">?</span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-boolean/index.html">Boolean</a></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-1687457235%2FFunctions%2F959727596" anchor-label="getFeature" id="-1687457235%2FFunctions%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../-optimization-problem/get-feature.html"><span>get</span><wbr><span><span>Feature</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1687457235%2FFunctions%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../-optimization-problem/get-feature.html">F</a><span class="token operator"> : </span><a href="../-optimization-feature/index.html">OptimizationFeature</a><span class="token operator">&gt; </span><a href="../-optimization-problem/get-feature.html"><span class="token function">getFeature</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">type<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.reflect/-k-class/index.html">KClass</a><span class="token operator">&lt;</span><span class="token keyword">out </span><a href="../-optimization-problem/get-feature.html">F</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../-optimization-problem/get-feature.html">F</a><span class="token operator">?</span></div></div></div>
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<a data-name="1644170397%2FFunctions%2F959727596" anchor-label="getFeature" id="1644170397%2FFunctions%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="EXTENSION_FUNCTION" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../get-feature.html"><span>get</span><wbr><span><span>Feature</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1644170397%2FFunctions%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">inline </span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../get-feature.html">F</a><span class="token operator"> : </span><a href="../-optimization-feature/index.html">OptimizationFeature</a><span class="token operator">&gt; </span><a href="../-optimization-problem/index.html">OptimizationProblem</a><span class="token operator">&lt;</span><span class="token operator">*</span><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../get-feature.html"><span class="token function">getFeature</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../get-feature.html">F</a><span class="token operator">?</span></div></div></div>
</div>
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<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="hash-code.html"><span>hash</span><wbr><span><span>Code</span></span></a></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">fun </span><a href="hash-code.html"><span class="token function">hashCode</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a></div></div></div>
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<a data-name="-1572641023%2FFunctions%2F959727596" anchor-label="toString" id="-1572641023%2FFunctions%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
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<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="to-string.html"><span>to</span><wbr><span><span>String</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1572641023%2FFunctions%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">fun </span><a href="to-string.html"><span class="token function">toString</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="320886073%2FFunctions%2F959727596" anchor-label="withFeatures" id="320886073%2FFunctions%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="EXTENSION_FUNCTION" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../with-features.html"><span>with</span><wbr><span><span>Features</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="320886073%2FFunctions%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../with-features.html">T</a><span class="token operator">&gt; </span><a href="index.html">FunctionOptimization</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../with-features.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../with-features.html"><span class="token function">withFeatures</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">vararg </span>newFeature<span class="token operator">: </span><a href="../-optimization-feature/index.html">OptimizationFeature</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="index.html">FunctionOptimization</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../with-features.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
</div>
</div>
</div>
</div>
<div data-togglable="PROPERTY">
<h2 class="">Properties</h2>
<div class="table"><a data-name="-746576811%2FProperties%2F959727596" anchor-label="expression" id="-746576811%2FProperties%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="expression.html"><span><span>expression</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-746576811%2FProperties%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><a href="expression.html">expression</a><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.expressions/-differentiable-expression/index.html">DifferentiableExpression</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-1729179056%2FProperties%2F959727596" anchor-label="features" id="-1729179056%2FProperties%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="features.html"><span><span>features</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1729179056%2FProperties%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">val </span><a href="features.html">features</a><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.misc/-feature-set/index.html">FeatureSet</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../-optimization-feature/index.html">OptimizationFeature</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-1617573446%2FProperties%2F959727596" anchor-label="resultPoint" id="-1617573446%2FProperties%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="EXTENSION_PROPERTY" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../result-point.html"><span>result</span><wbr><span><span>Point</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1617573446%2FProperties%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../result-point.html">T</a><span class="token operator">&gt; </span><a href="../-optimization-problem/index.html">OptimizationProblem</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../result-point.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../result-point.html">resultPoint</a><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html">Map</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.expressions/-symbol/index.html">Symbol</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="../result-point.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="160799952%2FProperties%2F959727596" anchor-label="resultPointOrNull" id="160799952%2FProperties%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="EXTENSION_PROPERTY" data-filterable-current=":kmath-optimization:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../result-point-or-null.html"><span>result</span><wbr><span>Point</span><wbr><span>Or</span><wbr><span><span>Null</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="160799952%2FProperties%2F959727596"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../result-point-or-null.html">T</a><span class="token operator">&gt; </span><a href="../-optimization-problem/index.html">OptimizationProblem</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../result-point-or-null.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../result-point-or-null.html">resultPointOrNull</a><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html">Map</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.expressions/-symbol/index.html">Symbol</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="../result-point-or-null.html">T</a><span class="token operator">&gt;</span><span class="token operator">?</span></div></div></div>
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<div class="main-subrow keyValue ">
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<div><a href="../result-value-or-null.html"><span>result</span><wbr><span>Value</span><wbr><span>Or</span><wbr><span><span>Null</span></span></a></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../result-value-or-null.html">T</a><span class="token operator">&gt; </span><a href="index.html">FunctionOptimization</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../result-value-or-null.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../result-value-or-null.html">resultValueOrNull</a><span class="token operator">: </span><a href="../result-value-or-null.html">T</a><span class="token operator">?</span></div></div></div>
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<a data-name="1180606453%2FProperties%2F959727596" anchor-label="startPoint" id="1180606453%2FProperties%2F959727596" data-filterable-set=":kmath-optimization:dokkaHtmlPartial/commonMain"></a>
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<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../start-point.html"><span>start</span><wbr><span><span>Point</span></span></a></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-optimization:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../start-point.html">T</a><span class="token operator">&gt; </span><a href="../-optimization-problem/index.html">OptimizationProblem</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../start-point.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../start-point.html">startPoint</a><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html">Map</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.expressions/-symbol/index.html">Symbol</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="../start-point.html">T</a><span class="token operator">&gt;</span></div><div class="brief "><p class="paragraph">Get the starting point for optimization. Throws error if not defined.</p></div></div></div>
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