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ExpressionTree

Struct ExpressionTree 

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pub struct ExpressionTree { /* private fields */ }
Expand description

A decoded expression tree stored in level-order (breadth-first) layout.

The coding prefix of a chromosome decodes to this structure (see GepDecoder). Nodes are held in BFS order, so every node’s children occupy a contiguous, strictly-higher index range. That lets evaluation run as a single right-to-left sweep: when a parent is reached, its children (higher indices) have already been computed.

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impl ExpressionTree

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pub fn node_count(&self) -> usize

Number of coding nodes (the open-reading-frame length).

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pub fn nodes(&self) -> &[Symbol]

Symbols in level order (root first). Primarily for tests/inspection.

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pub fn depth(&self) -> usize

Tree depth: edges on the longest root-to-leaf path (a single-node tree has depth 0). A bloat metric.

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pub fn eval<F: FunctionSet>( &self, alphabet: &Alphabet<F>, inputs: &[f32], ) -> f32

Evaluates the tree on one input row.

Variable nodes resolve to inputs[input_index] (missing indices read as 0.0); constant nodes resolve to their stored value; function nodes call FunctionSet::apply with their children’s already-computed results, then sanitize the result via finite_or_clamp: a NaN collapses to 0.0 (it has no meaningful sign or magnitude), while ±Inf clamps to ±EVAL_CLAMP (sign preserved). Clamping — rather than zeroing — a diverged (±Inf) subtree keeps its magnitude large, so it yields a large MSE and ranks worst instead of masquerading as a perfect 0.0 predictor near zero-valued targets (GEP finding tree.rs §1.2). This differs from the CGP evaluator’s finite_or_zero rule, which zeros both.

alphabet must be the same one the tree was decoded with.

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impl Clone for ExpressionTree

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fn clone(&self) -> ExpressionTree

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ExpressionTree

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.
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fn __expand_clone_method(&self, _scope: &mut Scope) -> C

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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