Opposition decided gradient-based optimizer with balance analysis and diversity maintenance for parameter identification of solar photovoltaic models

M Premkumar, P Jangir, RM Elavarasan… - Journal of Ambient …, 2023 - Springer
parameters, however, most of these algorithms suffer from the high computational burden,
local optima trap, and frequent parameter … ), to identify the electrical parameters of various PV …

Updates on mechanisms of maintenance of species diversity

P Chesson - Journal of ecology, 2018 - Wiley Online Library
… To study this case first, we introduce a parameter ρ to define the deviation from proportionality,
with urn:x-wiley:00220477:media:jec13035:jec13035-math-0081 meaning no deviation, …

Handling dynamic multiobjective optimization environments via layered prediction and subspace-based diversity maintenance

Y Hu, J Zheng, S Jiang, S Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we propose an evolutionary algorithm based on layered prediction (LP) and
subspace-based diversity maintenance (SDM) for handling dynamic multiobjective …

Diversity maintenance for efficient robot path planning

P Ćurković, L Čehulić - Applied Sciences, 2020 - mdpi.com
… of implementing specific diversity maintenance methods into the … and compare three diversity
maintenance methods and their … to tune the parameters for the algorithm to work efficiently. …

Application of Diversity-Maintaining Adaptive Rafflesia Optimization Algorithm to Engineering Optimisation Problems

JS Pan, Z Zhang, SC Chu, ZJ Lee, W Li - Symmetry, 2023 - mdpi.com
… dissemination mechanisms, diversity maintenance strategies, parameter tuning, and …
and the diversity maintenance strategy. The section concludes by identifying the optimization …

Dowell: diversity-induced optimally weighted ensemble learner for predictive maintenance of industrial internet of things devices

O Gungor, TS Rosing, B Aksanli - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… a parameter set that work best for all settings. We propose an ensemble learning framework,
where accurate and diverse … For diversity, we measure the similarity among base learner …

Validating the grid diversity operator: an infusion technique for diversity maintenance in population-based optimisation algorithms

A Salah, E Hart, K Sim - … , EvoApplications 2016, Porto, Portugal, March 30 …, 2016 - Springer
… of diversity maintenance. We describe a novel genotypic diversity learning method named
Grid-Diversity-… settings for each parameter in a brief empirical investigation. For the grid size …

Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimization

X Zhang, G Yu, Y Jin, F Qian - Information Sciences, 2023 - Elsevier
… -based transfer learning and diversity maintenance to efficiently identify a high-quality initial
… Subsequently, a random diversity maintenance strategy is developed to generate diverse

A distributed genetic algorithm with adaptive diversity maintenance for ordered problems

R Ohira, MS Islam - 2019 20th International Conference on …, 2019 - ieeexplore.ieee.org
… This paper proposes a distributed GA with adaptive parameter controls for solving ordered
problems such as the travelling salesman problem (TSP), capacitated vehicle routing problem …

Lcs based diversity maintenance in adaptive genetic algorithms

R Ohira, MS Islam, J Jo, B Stantic - … 28–30, 2018, Revised Selected Papers …, 2019 - Springer
… This premature convergence is often attributed to a loss of diversity through selective …
Identifying optimal settings for these parameters for maintaining population diversity is a long-…