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Metaheuristics for the multi-objective FJSP with sequence-dependent set-up times, auxiliary resources and machine down time

Grobler, Jacomine; Engelbrecht, Andries P.; Kok, Schalk; … - 2010

Persistent link: https://www.econbiz.de/10008729357

Positive-versus-negative classification for model aggregation in predictive data mining

Lutu, Patricia E. N.; Engelbrecht, Andries P. - In: INFORMS journal on computing : JOC 25 (2013) 4, pp. 792-807

Persistent link: https://www.econbiz.de/10010203574

Base Model Combination Algorithm for Resolving Tied Predictions for K-Nearest Neighbor OVA Ensemble Models

Lutu, Patricia E. N.; Engelbrecht, Andries P. - In: INFORMS journal on computing : JOC 25 (2013) 3, pp. 517-526

Persistent link: https://www.econbiz.de/10010156601

Differential evolution for dynamic environments with unknown numbers of optima

Plessis, Mathys; Engelbrecht, Andries - In: Journal of Global Optimization 55 (2013) 1, pp. 73-99

This paper investigates optimization in dynamic environments where the numbers of optima are unknown or fluctuating. The authors present a novel algorithm, Dynamic Population Differential Evolution (DynPopDE), which is specifically designed for these problems. DynPopDE is a Differential...

Persistent link: https://www.econbiz.de/10010634257

Co‐evolved genetic programs for stock market trading

Nicholls, Jason F.; Engelbrecht, Andries P. - In: Intelligent Systems in Accounting, Finance and Management 26 (2019) 3, pp. 117-136

Persistent link: https://www.econbiz.de/10012535487

Bare bones differential evolution

Omran, Mahamed G.H.; Engelbrecht, Andries P.; Salman, Ayed - In: European Journal of Operational Research 196 (2009) 1, pp. 128-139

The barebones differential evolution (BBDE) is a new, almost parameter-free optimization algorithm that is a hybrid of the barebones particle swarm optimizer and differential evolution. Differential evolution is used to mutate, for each particle, the attractor associated with that particle,...

Persistent link: https://www.econbiz.de/10005338031

Empirical analysis of self-adaptive differential evolution

Salman, Ayed; Engelbrecht, Andries P.; Omran, Mahamed G.H. - In: European Journal of Operational Research 183 (2007) 2, pp. 785-804

Persistent link: https://www.econbiz.de/10005253940

Bare bones differential evolution

Omran, Mahamed G.H.; Engelbrecht, Andries P.; Salman, Ayed - In: European journal of operational research : EJOR 196 (2009) 1, pp. 128-139

Persistent link: https://www.econbiz.de/10008164623

Metaheuristics for the multi-objective FJSP with sequence-dependent set-up times, auxiliary resources and machine down time

Grobler, Jacomine; Engelbrecht, Andries P.; Kok, Schalk; … - 2010

Persistent link: https://www.econbiz.de/10008711246

Empirical analysis of self-adaptive differential evolution

Salman, Ayed; Engelbrecht, Andries P.; Omran, Mahamed G.H. - In: European journal of operational research : EJOR 183 (2007) 2, pp. 785-804

Persistent link: https://www.econbiz.de/10007744925