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- Grani Adiwena Hanasusanto, Daniel Kuhn, Wolfram Wiesemann
- Operations Research
- 2015

Over the last two decades, robust optimization has emerged as a computationally attractive approach to formulate and solve single-stage decision problems affected by uncertainty. More recently,â€¦ (More)

- Grani Adiwena Hanasusanto, Vladimir Roitch, Daniel Kuhn, Wolfram Wiesemann
- Math. Program.
- 2015

The objective of uncertainty quantification is to certify that a given physical, engineering or economic system satisfies multiple safety conditions with high probability. A more ambitious goal is toâ€¦ (More)

- Grani Adiwena Hanasusanto, Daniel Kuhn, Wolfram Wiesemann
- Math. Program.
- 2016

Although stochastic programming problems were always believed to be computationally challenging, this perception has only recently received a theoretical justification by the seminal work of Dyer andâ€¦ (More)

- Grani Adiwena Hanasusanto, Vladimir Roitch, Daniel Kuhn, Wolfram Wiesemann
- Operations Research
- 2017

<lb>We study joint chance constraints where the distribution of the uncertain parameters is only<lb>known to belong to an ambiguity set characterized by the mean and support of theâ€¦ (More)

- Grani Adiwena Hanasusanto, Daniel Kuhn, Stein W. Wallace, Steve Zymler
- Math. Program.
- 2015

We present a risk-averse multi-dimensional newsvendor model for a class of products whose demands are strongly correlated and subject to fashion trends that are not fully understood at the time whenâ€¦ (More)

- Grani Adiwena Hanasusanto, Daniel Kuhn
- NIPS
- 2013

In stochastic optimal control the distribution of the exogenous noise is typically unknown and must be inferred from limited data before dynamic programming (DP)-based solution schemes can beâ€¦ (More)

- Christos Gavriel, Grani Adiwena Hanasusanto, Daniel Kuhn
- 2012 IEEE 51st IEEE Conference on Decision andâ€¦
- 2012

We investigate routing policies for shortest path problems with uncertain arc lengths. The objective is to minimize a risk measure of the total travel time. We use the conditional value-at-riskâ€¦ (More)

- Pak Kwong Chan, Grani Adiwena Hanasusanto, Hendrata B. Tan, Vincent Keng Sian Ong
- APCCAS 2006 - 2006 IEEE Asia Pacific Conferenceâ€¦
- 2006

A CMOS biomedical preamplifier for portable skin surface electromyograph (EMG) signal recording is presented. The bioamplifier includes an improved pseudoresistor for realizing a large time constantâ€¦ (More)

Adaptive robust optimization problems are usually solved approximately by restricting the adaptive decisions to simple parametric decision rules. However, the corresponding approximation error can beâ€¦ (More)

- Grani Adiwena Hanasusanto, Zheng Wu, Michael S. Brown
- 2010 IEEE Computer Society Conference on Computerâ€¦
- 2010

Ink-bleed interference is undesirable as it reduces the legibility and aesthetics of affected documents. We present a novel approach to reduce ink-bleed interference using functional minimization. Inâ€¦ (More)