diff --git a/tutorial/01 - Optimization and Math/01 - Optimization Benchmark Problems/openmdao_beam/beam_illustration.svg b/tutorial/01 - Optimization and Math/01 - Optimization Benchmark Problems/openmdao_beam/beam_illustration.svg
index d06605a7..b8905b9d 100644
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+++ b/tutorial/01 - Optimization and Math/01 - Optimization Benchmark Problems/openmdao_beam/beam_illustration.svg	
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