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For the two stage stochastic programming model

For the two stage stochastic programming model

For the cardinality constrained mean variance model, a combinatorial algorithm which hybridises a PSO and the mathematical programming method is proposed to address the problem. For the two stage stochastic programming model steriods, a hybrid algorithm which integrates a GA and a LP solver is presented to address the problem and a hybrid combinatorial approach which integrates a PBIL based metaheuristic and a LP solver is developed to address the problem with a large number of scenarios. One main advantage of the hybridisation approach is that it can guarantee the optimal weight allocation of the identified asset combinations.Some useful strategies for different metaheuristics are investigated in order to keep a balance between algorithms’ exploration and exploitation.

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steroids Results show that only about 40 % of meaning senses were known, with a 20 % chance that all the various meaning senses attached to a given phrasal verb would be known. A mixed effect modelling analysis reveals a significant effect of two factors on scores: item frequency and learner engagement in leisure activities in the L2 such as reading and social networking. This is consistent with previous research showing the robust effect of frequency for L2 knowledge of individual words and formulaic sequences steriods, and the benefits of reading for L2 language acquisition.Study 3 investigates L2 learners’ acquisition of novel phrasal verbs through three intentional, word focused learning activities: rote memorisation, textbook exercises, and guessing from context steroids.

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