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Many industries use dynamic pricing on an operational level to maximize revenue from selling a fixed capacity over a finite horizon. Classical risk-neutral approaches do not accommodate the risk aversion often encountered in practice. We add to the scarce literature on risk aversion by...
Persistent link: https://www.econbiz.de/10012926535
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. Throughout the paper we will relate the problem to capacity allocation in radiology services. The problem is modeled as a …
Persistent link: https://www.econbiz.de/10014045142
The NP-hard nature of cardinality constrained mean-variance portfolio optimization problems has led to a variety of different algorithms with varying degrees of success in reaching optimality given limited computational resources and under the presence of strict time constraints in practice. The...
Persistent link: https://www.econbiz.de/10013115552
Pena's method of construction of a synthetic indicator is very sensitive to the order in which the constituent variables (whose linear aggregation yields the synthetic indicator) are arranged. Due to this, Pena's method can at present give only an arbitrary synthetic indicator whose...
Persistent link: https://www.econbiz.de/10013108575
smooth concave objective functions, and develop a theory for data-driven calibration of the non-negative “robustness …
Persistent link: https://www.econbiz.de/10012833858
utilize conic duality theory to reformulate the distributionally robust worst-case expectation constraint. Second, we devise a …
Persistent link: https://www.econbiz.de/10012840975
by actions of the investor. Using the classical filtering theory, we reduce this problem with partial information to one … with full information and solve it for logarithmic and power utility functions. In particular, we apply control theory for …
Persistent link: https://www.econbiz.de/10012901723
In this paper, we study the out-of-sample properties of robust empirical optimization and develop a theory for data …
Persistent link: https://www.econbiz.de/10012943295
We formulate a distributionally robust optimization problem where the deviation of the alternative distribution is controlled by a φ-divergence penalty in the objective, and show that a large class of these problems are essentially equivalent to a mean-variance problem. We also show that while...
Persistent link: https://www.econbiz.de/10012943301