2 papers
cs.NE2022
Knowledge-Driven Program Synthesis via Adaptive Replacement Mutation and Auto-constructed Subprogram Archives
Yifan He, Claus Aranha, Tetsuya Sakurai
We introduce Knowledge-Driven Program Synthesis (KDPS) as a variant of the program synthesis task that requires the agent to solve a sequence of program synthesis problems. In KDPS…
cs.NE2020
Solving Portfolio Optimization Problems Using MOEA/D and Levy Flight
Yifan He, Claus Aranha
Portfolio optimization is a financial task which requires the allocation of capital on a set of financial assets to achieve a better trade-off between return and risk. To solve thi…