Search Results - subject:"Genetic algorithms"

Developing a hybrid machine learning model for employee turnover prediction : Integrating LightGBM and genetic algorithms

Talebi, Hojat; Khatibi Bardsiri, Amid; Khatibi … - In: Journal of open innovation : technology, market, and … 11 (2025) 2, pp. 1-20

workforce stability. In this study, we propose a novel hybrid model for employee turnover prediction that integrates Genetic … Algorithms (GA) for feature selection with LightGBM for classification. The GA component identifies the most relevant features …

Persistent link: https://www.econbiz.de/10015414161

Picker routing and batching in multi-block parallel-aisle warehouses : an application from the logistics service provider

Görener, Ali - In: Logistics 9 (2025) 1, pp. 1-27

Background: In today's business world, where competition lies between supply chains, customer expectations are changing dynamically. Effective order picking in warehouses has become a top concern given expectations for rapid delivery, a larger product range, and continuous support. Methods: In...

Persistent link: https://www.econbiz.de/10015337468

Biased random-key genetic algorithms : a review

Londe, Mariana A.; Pessoa, Luciana S.; Andrade, Carlos E.; … - In: European journal of operational research : EJOR 321 (2025) 1, pp. 1-22

Persistent link: https://www.econbiz.de/10015085386

A transparent house price prediction framework using ensemble learning, genetic algorithm-based tuning, and ANOVA-based feature analysis

Hussain, Mohammed Ibrahim; Munir, Arslan; Mamun, Mohammad; … - In: FinTech 4 (2025) 3, pp. 1-26

prediction system that combines genetic algorithms (GA) for feature optimization and Analysis of Variance (ANOVA) for statistical …

Persistent link: https://www.econbiz.de/10015547349

The paradox of product scarcity : catalyzing the speed of innovation diffusion

Pathak, Surya; Balakrishnan, P. V. Sundar - In: Journal of the Academy of Marketing Science 53 (2025) 3, pp. 804-824

Persistent link: https://www.econbiz.de/10015508992

Genetic algorithm modeling of European Union firms' competitive advantage

Dias, Alexandre Teixeira; Martins, Henrique Cordeiro; … - In: European Journal of Management and Business Economics … 33 (2024) 3, pp. 324-340

environment in which they operate, and the size of the firm. The second one is related to the use of genetic algorithms to … competition, monopolistic competition and oligopoly, respectively. Proposed models' parameters were estimated by means of genetic … algorithms. Findings - Adjustments on firm's investment are contingent on the degree of competition they face. Results are in …

Persistent link: https://www.econbiz.de/10015454478

Managing extreme cryptocurrency volatility in algorithmic trading : EGARCH via genetic algorithms and neural networks

Alaminos, David; Salas, M. Belén; Callejón-Gil, Ángela M. - In: Quantitative finance and economics 8 (2024) 1, pp. 153-209

Persistent link: https://www.econbiz.de/10015126885

A federated learning model for integrating sustainable routing with the Internet of Vehicular Things using genetic algorithm

Khatua, Sushovan; De, Debashis; Maji, Somnath; Maity, Samir - 2024

A distributed machine learning technique called federated learning allows numerous Internet of Things (IoT) edge devices to work together to train a model without sharing their raw data. Internet of Vehicular Things (IoVT) are an important tool in smart cities for moving objects, such as knowing...

Persistent link: https://www.econbiz.de/10015107968

Discrete cooperative coverage location models with alternative facility types in a probabilistic setting

Michopoulou, Maria; Giannikos, Ioannis - In: International transactions in operational research : a … 31 (2024) 5, pp. 2826-2849

Persistent link: https://www.econbiz.de/10014533445

Analyzing the impact of strategic behavior in an evolutionary learning model using a genetic algorithm

Ferraz, Vinícius; Pitz, Thomas - In: Computational economics 63 (2024) 2, pp. 437-475

Persistent link: https://www.econbiz.de/10014472273