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commit 3d9f5db936a4934a52ed4a8e6473afe0665f0e98
Author: aherbert <[email protected]>
AuthorDate: Tue Aug 24 14:36:26 2021 +0100

    Update ZigguaratSampler point of inflection for the Gaussian.
    
    The point of inflection is the largest x value below 1. When x=1 the
    second derivative of the Gaussian is zero (i.e. the point of
    inflection).
---
 .../jmh/sampling/distribution/ZigguratSamplerPerformance.java        | 4 ++--
 .../apache/commons/rng/sampling/distribution/ZigguratSampler.java    | 5 +++--
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git 
a/commons-rng-examples/examples-jmh/src/main/java/org/apache/commons/rng/examples/jmh/sampling/distribution/ZigguratSamplerPerformance.java
 
b/commons-rng-examples/examples-jmh/src/main/java/org/apache/commons/rng/examples/jmh/sampling/distribution/ZigguratSamplerPerformance.java
index a0812c8..8e2beca 100644
--- 
a/commons-rng-examples/examples-jmh/src/main/java/org/apache/commons/rng/examples/jmh/sampling/distribution/ZigguratSamplerPerformance.java
+++ 
b/commons-rng-examples/examples-jmh/src/main/java/org/apache/commons/rng/examples/jmh/sampling/distribution/ZigguratSamplerPerformance.java
@@ -805,7 +805,7 @@ public class ZigguratSamplerPerformance {
         /** Maximum i value for early exit. */
         protected static final int I_MAX = 253;
         /** The point where the Gaussian switches from convex to concave. */
-        protected static final int J_INFLECTION = 205;
+        protected static final int J_INFLECTION = 204;
         /** Used for largest deviations of f(x) from y_i. This is negated on 
purpose. */
         protected static final long MAX_IE = -2269182951627976004L;
         /** Used for largest deviations of f(x) from y_i. */
@@ -1556,7 +1556,7 @@ public class ZigguratSamplerPerformance {
         /** Maximum i value for early exit. */
         protected static final int I_MAX = 509;
         /** The point where the Gaussian switches from convex to concave. */
-        protected static final int J_INFLECTION = 410;
+        protected static final int J_INFLECTION = 409;
         /** Used for largest deviations of f(x) from y_i. This is negated on 
purpose. */
         protected static final long MAX_IE = -2284356979160975476L;
         /** Used for largest deviations of f(x) from y_i. */
diff --git 
a/commons-rng-sampling/src/main/java/org/apache/commons/rng/sampling/distribution/ZigguratSampler.java
 
b/commons-rng-sampling/src/main/java/org/apache/commons/rng/sampling/distribution/ZigguratSampler.java
index 7885360..cf10fbc 100644
--- 
a/commons-rng-sampling/src/main/java/org/apache/commons/rng/sampling/distribution/ZigguratSampler.java
+++ 
b/commons-rng-sampling/src/main/java/org/apache/commons/rng/sampling/distribution/ZigguratSampler.java
@@ -514,8 +514,9 @@ public abstract class ZigguratSampler implements 
SharedStateContinuousSampler {
         implements NormalizedGaussianSampler, SharedStateContinuousSampler {
         /** Maximum i value for early exit. */
         private static final int I_MAX = 253;
-        /** The point where the Gaussian switches from convex to concave. */
-        private static final int J_INFLECTION = 205;
+        /** The point where the Gaussian switches from convex to concave.
+         * This is the largest value of X[j] below 1. */
+        private static final int J_INFLECTION = 204;
         /** Used for largest deviations of f(x) from y_i. This is negated on 
purpose. */
         private static final long MAX_IE = -2269182951627976004L;
         /** Used for largest deviations of f(x) from y_i. */

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