diff --git a/doc_src/_examples/mda/plot_acceleration_methods.py b/doc_src/_examples/mda/plot_acceleration_methods.py
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+# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
+#
+# This work is licensed under a BSD 0-Clause License.
+#
+# Permission to use, copy, modify, and/or distribute this software
+# for any purpose with or without fee is hereby granted.
+#
+# THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL
+# WARRANTIES WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED
+# WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL
+# THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, INDIRECT,
+# OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING
+# FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT,
+# NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION
+# WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
+"""
+Acceleration/relaxation for MDA
+===============================
+
+Convergence rate and/or stability of MDAs can be improved vie sequence transformation
+techniques.
+"""
+
+from __future__ import annotations
+
+from gemseo import create_discipline
+from gemseo import create_mda
+from gemseo.algos.sequence_transformer.acceleration import AccelerationMethod
+
+disciplines = create_discipline(
+    [
+        "SobieskiStructure",
+        "SobieskiPropulsion",
+        "SobieskiAerodynamics",
+        "SobieskiMission",
+    ]
+)
+
+# %%
+# Acceleration methods integration within MDAs
+# --------------------------------------------
+# The user can specify an over-relaxation factor and an acceleration method. This
+# is done either at instanciation via the arguments `over_relaxation_factor` and
+# `acceleration_method` respecitevely, or modified later via the attributes of
+# same name.
+#
+# The available acceleration methods can be found in
+# :mod:`~gemseo.algos.sequence_transformer.acceleration`.
+#
+# Definition at instanciation:
+
+mda = create_mda(
+    "MDAJacobi",
+    disciplines,
+    acceleration_method=AccelerationMethod.SECANT,
+    over_relaxation_factor=0.95,
+)
+
+# %%
+# Definition via the MDA's attributes:
+
+mda.acceleration_method = AccelerationMethod.ALTERNATE_2_DELTA
+mda.over_relaxation_factor = 1.5
+
+# %%
+# Effect of the sequence transformations
+# --------------------------------------
+#
+# Without acceleration and relaxation:
+
+# mda.acceleration_method = AccelerationMethod.NONE
+# mda.over_relaxation_factor = 1.0
+
+# mda.execute()
+# mda.plot_residual_history(n_iterations=10, fig_size=(2, 4), save=False, show=True)
+
+# %%
+# With secant acceleration alone:
+
+# mda.cache.clear()
+# mda.acceleration_method = AccelerationMethod.SECANT
+
+# mda.execute()
+# mda.plot_residual_history(n_iterations=10, fig_size=(2, 4), save=False, show=True)
+
+# %%
+# With relaxation alone:
+
+# mda.cache.clear()
+# mda.acceleration_method = AccelerationMethod.NONE
+# mda.over_relaxation_factor = 0.9
+
+# mda.execute()
+# mda.plot_residual_history(n_iterations=10, fig_size=(2, 4), save=False, show=True)