MEALPY: a Framework of The State-of-The-Art Meta-Heuristic Algorithms in Python

Update

• Add validator when variable can be both int/float value
• Add algorithms to evolutionary-based group:
  • EliteSingleGA and EliteMultiGA class
• Add algorithms to math-based group:
  • weIghted meaN oF vectOrs (INFO) algorithm
  • RUNge Kutta optimizer (RUN)
  • Circle Search Algorithm (CSA)
• Add algorithms to bio-based group:
  • Barnacles Mating Optimizer (BMO)
  • Symbiotic Organisms Search (SOS)
  • Seagull Optimization Algorithm (SOA)
  • Tunicate Swarm Optimization (TSA)
• Add algorithms to swarm-based group:
  • Hybrid Grey Wolf - Whale Optimization Algorithm (GWO_WOA)
  • Marine Predators Algorithm (MPO)
  • Honey Badger Algorithm (HBA)
  • Sand Cat Swarm Optimization (SCSO)
  • Tuna Swarm Optimization (TSO)
  • African Vultures Optimization Algorithm (AVOA)
  • Artificial Rabbits Optimization (ARO)
  • Artificial Gorilla Troops Optimization (AGTO)

• Add algorithms to human-based group:

  • Student Psychology Based Optimization (SPBO) (weak algorithm)
  • Dwarf Mongoose Optimization Algorithm (DMOA) (weak algorithm)

• Fix problem with 1 dimension

• Enhanced the get index roulette wheel selection in Optimizer class

• Update check parallel mode in Optimizer

• Update algorithms that don't support parallel modes
• Update the shebang #! with python codes
• Update examples