Beyond IGO-Flow: Toward Convergence Analysis of IGO in Continuous Spaces

Ryosuke Kimura, Youhei Akimoto

Information-Geometric Optimization (IGO) provides a unified framework for black-box optimization by interpreting the adaptation of a search distribution as a natural gradient updat…