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Group 7 : Genetic Programming Agents

authors: Aman, Simon, Rajmeet, Jason

(Img: Rajmeet, Simon, Jason, Aman)

Introduction

GP Agent Base Class

LGP Agent

CGP Agent

GP Loop

It runs on my machine

we have used cmake to ensure that our code compiles on all platforms. but.... we have tested our code on the following machines/architectures: - Windows 11 - Windows 10 - Ubuntu 20.04 - HPCC Cluster Centos7 - MacOS Sonoma (ARM) - mlcollard/linux-dev (Docker Container)

Tested in the following IDEs: - CLion - VSCode

Tested on the following compilers: - gcc 9.3.0 - Apple clang 12.0.0 - LLVM clang 11.0.0

Profiled with and optimized with:

  • clion profiler
    /

  • Xcode instruments

  • intel vtune

  • very sleepy Didnt deserve a screenshot. /s

  • code coverage in clion

Sanitized with:

  • clang sanitizer Memory
  • valgrind
  • gcc sanitizer Memory
  • gcc sanitizer address
  • Used to find and fix memory UB in the code.

Other Contributions

EasyLogging

Created a logging class that is can be used to log debug messages in debug mode. Teams can be specified to log with different levels of verbosity. This is useful for debugging and profiling.

CMake

Initial cmake setup for the project. This is useful for cross platform compilation and testing.

serializationUsingTinyXML2

Created and tested a serialization class that can be used to serialize and deserialize objects to and from xml files. This is useful for saving and loading the state of the GP agents. Implemented serialization pattern using tinyxml2 library.

mkdocs documentation

Created and tested a mkdocs documentation for the project. This is useful for creating a website for the project.