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diff --git a/‎ch06-swarm_intelligence-ants/README.md‎
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diff --git a/‎ch06-swarm_intelligence-ants/readme_assets/Ch6-Summary-Ants.png‎
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diff --git a/‎ch06-swarm_intelligence-ants/readme_assets/Ch6-Summary.png‎
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diff --git a/‎ch07-swarm_intelligence-particles/README.md‎
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diff --git a/‎ch07-swarm_intelligence-particles/readme_assets/Ch7-Summary-PSO.png‎
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@@ -6,4 +6,4 @@ The Ant Colony Optimization algorithm is inspired by the behavior of ants moving
 ![ACO Update](readme_assets/ACO-Update.png)
 
 ## Summary
-![Chapter 6 Summary](readme_assets/Ch6-Summary-Ants.png)
+![Chapter 6 Summary](readme_assets/Ch6-Summary.png)
@@ -4,4 +4,4 @@ Particle swarm optimization involves a group of individuals at different points
 ![PSO Velocity Update](readme_assets/PSO-Velocity-Vis.png)
 
 ## Summary
-![Chapter 6 Summary](readme_assets/Ch7-Summary-PSO.png)
+![Chapter 6 Summary](readme_assets/Ch7-Summary.png)