Search Results - subject:"Algorithm portfolio"

Wind speed forecasting using a portfolio of forecasters

Graff, Mario; Peña, Rafael; Medina, Aurelio; … - In: Renewable Energy 68 (2014) C, pp. 550-559

This contribution presents the application of a portfolio of forecasters to the problem of wind speed forecasting. This portfolio is created using a single time series and it is based on a number of time series characteristics, previously proposed, and a set of novel time series features. The...

Persistent link: https://www.econbiz.de/10011045378

An automatic algorithm selection approach for the multi-mode resource-constrained project scheduling problem

Messelis, Tommy; De Causmaecker, Patrick - In: European Journal of Operational Research 233 (2014) 3, pp. 511-528

This paper investigates the construction of an automatic algorithm selection tool for the multi-mode resource-constrained project scheduling problem (MRCPSP). The research described relies on the notion of empirical hardness models. These models map problem instance features onto the performance...

Persistent link: https://www.econbiz.de/10010719585

An automatic algorithm selection approach for the multi-mode resource-constrained project scheduling problem

Messelis, Tommy; De Causmaecker, Patrick - In: European journal of operational research : EJOR 233 (2014) 3, pp. 511-528

Persistent link: https://www.econbiz.de/10010228246

Algorithm portfolios for logistics optimization considering stochastic demands and mobility allowance

Shukla, Nagesh; Choudhary, A.K.; Prakash, P.K.S.; … - In: International Journal of Production Economics 141 (2013) 1, pp. 146-166

. This paper proposes an algorithm portfolio methodology based on evolutionary algorithms, which takes into account the … the VRPSD instances to validate the different properties of the algorithm portfolio. An illustrative example is presented … to show that the set of metaheuristics allocated to certain number of processors (i.e. algorithm portfolio) performed …

Persistent link: https://www.econbiz.de/10010594382