LAUSR

About LAUSR
Donate
Contact Us

Follow us:

You are not signed in:

Sign Up!


   Articles with "evolution strategies" as a keyword



Global convergence results for single parent evolution strategies

Sign Up to like & get
recommendations! 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

A hybridization of evolution strategies with iterated greedy algorithm for no-wait flow shop scheduling problems

Sign Up to like & get
recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-023-47729-x

Abstract: This study investigates the no-wait flow shop scheduling problem and proposes a hybrid (HES-IG) algorithm that utilizes makespan as the objective function. To address the complexity of this NP-hard problem, the HES-IG algorithm combines evolution… read more here.

Keywords: shop scheduling; flow shop; evolution strategies; wait flow ... See more keywords

Design of Uplink SCMA Codebooks Using Evolution Strategies

Sign Up to like & get
recommendations! Published in 2024 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2024.3390602

Abstract: Sparse Code Multiple Access (SCMA) is a promising non-orthogonal multiple access (NOMA) technique in future wireless communications. In this letter, a novel uplink codebook optimization method for SCMA using evolution strategies is proposed. Unlike traditional… read more here.

Keywords: scma; design uplink; evolution strategies; using evolution ... See more keywords

Distributed Evolution Strategies for Black-box Stochastic Optimization

Sign Up to like & get
recommendations! 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

Enabling Fast AI-Driven Inverse Design of a Multifunctional Nanosurface by Parallel Evolution Strategies

Sign Up to like & get
recommendations! Published in 2024 at "Nanomaterials"

DOI: 10.3390/nano15010027

Abstract: Multifunctional nanosurfaces receive growing attention due to their versatile properties. Capillary force lithography (CFL) has emerged as a simple and economical method for fabricating these surfaces. In recent works, the authors proposed to leverage the… read more here.

Keywords: driven inverse; evolution strategies; design multifunctional; inverse design ... See more keywords