Narrow search
Showing 1 - 10 of 13,927
Cover Image
Boosting ant colony optimization via solution prediction and machine learning
Sun, Yuan; Wang, Sheng; Shen, Yunzhuang; Li, Xiaodong; … - In: Computers & operations research : and their … 143 (2022), pp. 1-16
Persistent link: https://www.econbiz.de/10013343259
Cover Image
Evolutionary Algorithms in a Support Vector Regression Financial Forecasting Model : Case of Continuous Ant Colony Optimization Algorithms
Hong, Wei-Chiang - 2007
Traditional time series forecasting models are difficult to capture the nonlinear patterns. Support vector regression (SVR) has been successfully used to solve nonlinear regression and times series problems. However, parameters determination for a SVR model is competent to the forecasting...
Persistent link: https://www.econbiz.de/10014049169
Cover Image
Continuous Ant Colony Optimization Algorithms in a Support Vector Regression Based Financial Forecasting Model
Hong, Wei-Chiang - 2007
Traditional time series forecasting models are difficult to capture the nonlinear patterns. Support vector regression (SVR) has been successfully used to solve nonlinear regression and times series problems. However, parameters determination for a SVR model is competent to the forecasting...
Persistent link: https://www.econbiz.de/10014049172
Cover Image
Intelligent hybrid model for financial crisis prediction using machine learning techniques
Uthayakumar, J.; Metawa, Noura; Shankar, K.; … - In: Information systems and e-business management : ISeB 18 (2020) 4, pp. 617-645
Persistent link: https://www.econbiz.de/10012416468
Cover Image
When algorithmic predictions use human-generated data : a bias-aware classification algorithm for breast cancer diagnosis
Ahsen, Mehmet Eren; Ayvaci, Mehmet Ulvi Saygi; … - In: Information systems research : ISR 30 (2019) 1, pp. 97-116
Persistent link: https://www.econbiz.de/10012038210
Cover Image
When should we use simple decision models? : a synthesis of various research strands
Katsikopoulos, Konstantinos V.; Durbach, Ian N.; … - In: Omega : the international journal of management science 81 (2018), pp. 17-25
Persistent link: https://www.econbiz.de/10011906841
Cover Image
A methodology based on evolutionary algorithms to solve a dynamic pickup and delivery problem under a hybrid predictive control approach
Muñoz-Carpintero, Diego; Sáez, Doris; Cortés, Cristian E. - In: Transportation science : a journal of the Institute for … 49 (2015) 2, pp. 239-253
Persistent link: https://www.econbiz.de/10011287514
Cover Image
Software Reliability Forecasting by Support Vector Machines with Simulated Annealing Algorithms
Hong, Wei-Chiang - 2013
Support vector machines (SVMs) have been successfully employed to solve non-linear regression and time series problems. However, SVMs have rarely been applied to forecasting software reliability. This investigation elucidates the feasibility of the use of SVMs to forecast software reliability....
Persistent link: https://www.econbiz.de/10014060170
Cover Image
Heuristics within strategic analysis
Powalla, Christian - 2010
Persistent link: https://www.econbiz.de/10009582328
Cover Image
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