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Adaptive solution prediction for combinatorial optimization

Shen, Yunzhuang; Sun, Yuan; Li, Xiaodong; Eberhard, Andrew - In: European journal of operational research : EJOR 309 (2023) 3, pp. 1392-1408

Persistent link: https://www.econbiz.de/10014435020

Simultaneous sensitivity analysis of mixed-integer location-allocation models using machine learning tools : cancer hospitals' network design

Kordi, Afshin; Nemati, Arash - In: Operational research : an international journal 24 (2024) 2, pp. 1-32

Persistent link: https://www.econbiz.de/10015135104

Towards crafting optimal functional link artificial neural networks with Rao algorithms for stock closing prices prediction

Das, Subhranginee; Nayak, Sarat; Sahoo, Biswajit - In: Computational economics 60 (2022) 1, pp. 1-23

Persistent link: https://www.econbiz.de/10013262417

Data-driven prediction of relevant scenarios for robust combinatorial optimization

Goerigk, Marc; Kurtz, Jannis - In: Computers & operations research : an international journal 174 (2025), pp. 1-14

Persistent link: https://www.econbiz.de/10015330169

Optimization algorithms and investment portfolio analytics with machine learning techniques under time-varying liquidity constraints

Al Janabi, Mazin A. M. - In: Journal of modelling in management 17 (2022) 3, pp. 864-895

Persistent link: https://www.econbiz.de/10013362663

Linear optimal weighting estimator (LOWE) for efficient parallel hybridization of load forecasts

Chahkotahi, Fatemeh; Khashei, Mehdi - In: Journal of modelling in management 17 (2022) 3, pp. 1028-1048

Persistent link: https://www.econbiz.de/10013362699

Optimisation and prediction of machining parameters in EDM for Al-ZrO2 using soft computing techniques with Taguchi method

Ramaswamy, G. Aswin; Krishna, Amal; Gautham, M.; … - In: International journal of process management and … 11 (2021) 6, pp. 864-890

Persistent link: https://www.econbiz.de/10012672202

Extreme learning with chemical reaction optimization for stock volatility prediction

Nayak, Sarat; Mishra, Bijan Bihari - In: Financial innovation : FIN 6 (2020) 16, pp. 1-23

particle swarm optimization, genetic algorithm, and gradient descent-and find the performance of the proposed algorithm …

Persistent link: https://www.econbiz.de/10012268745

Application of optimized machine learning techniques for prediction of occupational accidents

Sarkar, Sobhan; Vinay, Sammangi; Raj, Rahul; Maiti, J.; … - In: Computers & operations research : and their … 106 (2019), pp. 210-224

Persistent link: https://www.econbiz.de/10012014413

Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm

Samadianfard, Saeed; Hashemi, Sajjad; Kargar, Katayoun; … - In: Energy reports 6 (2020), pp. 1147-1159

) with the Whale Optimization Algorithm (WOA) was used to build new method (MLP-WOA) with a limited set of data (2004 … at each target station was compared with the MLP optimized by the Genetic Algorithm (MLP-GA) and standalone MLP without … models. It was concluded that the WOA optimization algorithm could improve the prediction accuracy of the MLP model and may …

Persistent link: https://www.econbiz.de/10012221074