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Exploitation Versus Exploration

  • Changhe Li,
  • Shoufei Han,
  • Sanyou Zeng,
  • Shengxiang Yang

摘要

This chapter will first introduce the concepts of exploration and exploitation by reviewing several typical optimization algorithms. Next, methods of enhancing exploration or exploitation in EAs will be discussed. The final part will introduce existing methods of how to balance evolutionary exploration and exploitation.