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travelling thief problem solved with GA; TS; SA and custom heuristics. Benchmarked with TTP problem.

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Travelling Thief Problem solved with GA; TS; SA and custom heuristics

Implemented metaheuristics:

  • Genetic Alghoritm - GA
    • Crossing:
      • OrderedCrossover
      • CycleCrossover
    • Mutation:
      • Swap muation
      • Inverse muation
    • Selectors:
      • Tournament
      • Roulette
  • Tabu Search - TS
  • Simulated Angeling - SA

Customn Hybrids

  • GA + TS onece per x generations on certain population size
  • GA + Mutation frequency as temperature

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travelling thief problem solved with GA; TS; SA and custom heuristics. Benchmarked with TTP problem.

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