Global convergence results for single parent evolution strategies
Sign Up to like & getrecommendations! Published in 2017 at "Mathematical Methods in The Applied Sciences"
DOI: 10.1002/mma.4103
Abstract: In this research article, we present theoretical techniques that can be used to investigate and comprehend the convergence behavior patterns of single parent evolution strategies. In the process, we determine instances of divergence or prove… read more here.
Keywords: single parent; evolution strategies; parent evolution; global convergence ... See more keywords
Distributed Evolution Strategies for Black-box Stochastic Optimization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3168873
Abstract: This work concerns the evolutionary approaches to distributed stochastic black-box optimization, in which each worker can individually solve an approximation of the problem with nature-inspired algorithms. We propose a distributed evolution strategy (DES) algorithm grounded… read more here.
Keywords: black box; evolution strategies; distributed evolution; optimization ... See more keywords