Three different methodologies are traditionally followed to cope with this problem [3, 13]: data level solutions that rebalance the training set [10], algorithmic level solutions that adapt the learning stage towards the minority classes [11] and cost-sensitive solutions which consider different costs with respect to the class distribution [12].
However, an ageing population doesn't always have to be seen as a risk, according to Malcolm Kerr of EY, it's also an opportunity for the pensions industry to find solutions that serve all levels of an older population – from high to low income.
The augmented ε constraint method is used to trade-off among the competing objectives and to obtain feasible solutions that achieve desired levels of sustainability.
Deliberative democracy, without intending to totally challenge, on the one hand, "[the] aggregation as a decision rule" (Chambers 2012: 52), and without necessarily intending, on the other, to replace the existing institutions of democracy (Steiner et al. 2004), tries to compete with representative models, seeking solutions that guarantee higher levels of legitimacy to the said regime.
Today, SLAM is a fairly well-studied problem with solutions that are reaching some level of maturity [8, 9].
The two algorithms are integrated simultaneously to optimize three key design variables of the suspended slab system and to obtain a family of optimal solutions that can accommodate varying level of participation of each hazard.
It's only when we're open to and actively look for those higher level solutions that they begin to materialize.
"There is a growing need for reliable, enterprise-grade wallet solutions, that deliver the highest levels of user-friendliness, without sacrificing security," says Victor Mezrin, CTO.
In particular, new advanced automation solutions, that integrate all factory levels in a unique real time framework, are mandatory.
"Immersion is focused on delivering high-definition haptic experiences to consumers by creating solutions that address the system-level challenges in designing haptics into a mobile interface," said Dennis Sheehan, Immersion's vice president of marketing.
