An improved grasshopper optimization algorithm with application to financial stress prediction

DOI10.1016/j.apm.2018.07.044zbMath1480.90254OpenAlexW2887171350MaRDI QIDQ2307043

Jie Luo, Yueting Xu, Hui Huang, Qian Zhang, Xuehua Zhao, Hui ling Chen

Publication date: 27 March 2020

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apm.2018.07.044

zbMATH Keywords

parameter optimizationGaussian mutationopposition-based learninggrasshopper optimization algorithmkernel extreme learning machinelevy-flight

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59) Financial applications of other theories (91G80)

Related Items (10)

Dealing with multi-modality using synthesis of moth-flame optimizer with sine cosine mechanisms ⋮ An innovative flower pollination algorithm for continuous optimization problem ⋮ An enhanced grasshopper optimization algorithm to the Bin packing problem ⋮ Multi-strategy boosted mutative whale-inspired optimization approaches ⋮ Quantum-like mutation-induced dragonfly-inspired optimization approach ⋮ A multi-strategy enhanced sine cosine algorithm for global optimization and constrained practical engineering problems ⋮ Orthogonal learning harmonizing mutation-based fruit fly-inspired optimizers ⋮ A balanced whale optimization algorithm for constrained engineering design problems ⋮ Chaotic Variants of Grasshopper Optimization Algorithm and Their Application to Protein Structure Prediction ⋮ Semi-supervised learning-assisted imaging method for electrical capacitance tomography

Uses Software

• SSA
• GWO
• GOA
• MOGOA

Cites Work

• Unnamed Item
• Recent approaches to global optimization problems through particle Swarm optimization
• Bankruptcy prediction in banks and firms via statistical and intelligent techniques -- a review
• SSA
• GWO
• Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
• Lévy flights, non-local search and simulated annealing
• A New Metaheuristic Bat-Inspired Algorithm
• Flower Pollination Algorithm for Global Optimization
• A continuous genetic algorithm designed for the global optimization of multimodal functions

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