Computer-supported Robust Decisionmaking

All Items (49)

Report

A Computational Model of Public Support for Insurgency and Terrorism: A Prototype for More-General Social-Science Modeling — May 1, 2013

Details a prototype computational model that seeks to explain, as a function of contributing factors, the extent of public support for insurgency and its use of terrorism. The model is believed to be reusable and suitable for composition.

Commentary

Planning for Superstorms, Wildfires, and Deep Uncertainty — Apr 18, 2013

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The path to climate change preparedness should start at the intersection of resilience and robustness — that is, building resilient communities with the individuals and organizations within those communities making robust decisions, ones designed to work well over a wide range of ever-changing conditions.

Report

Portfolio Optimization by Means of Multiple Tandem Certainty-Uncertainty Searches: A Technical Description — Mar 15, 2013

This paper describes a new approach and associated search schemes for optimization under uncertainty. Analysts can apply this method to a problem with a significantly larger number of decision variables, uncertain parameters, and uncertain scenarios.

Research Brief

Making Good Decisions Without Predictions: Robust Decision Making for Planning Under Deep Uncertainty — Feb 28, 2013

Quantitative analysis is often indispensable to sound planning. But with deep uncertainty, predictions can lead decisionmakers astray. Robust Decision Making supports good decisions without predictions by testing plans against many futures.

Blog

New Colorado River Basin Study Examines Tremendous Challenges of the Coming 50 Years — Dec 18, 2012

Growing water needs combined with uncertain but possibly deteriorating future hydrologic conditions could stress the Colorado River system in the coming 50 years. Options that could be effective in improving it include urban conservation, agricultural conservation, and groundwater desalination.

Project

Reducing New Orleans Storm-Surge Flood Risk in an Uncertain Future — Sep 10, 2012

Preparing for natural disasters is a long, multi-faceted process that requires years of planning, coordination, and direct action. RAND has developed a new approach for assessing hurricane flood risk in New Orleans under uncertainty and evaluating city-wide approaches for reducing this risk.

Tool

ExpertLens Offers an Online Approach to Stakeholder Engagement and Expert Elicitation — Sep 5, 2012

When making complex decisions, researchers and policymakers often seek the input of many stakeholders and individuals with varied perspectives. ExpertLens is an online application developed by research and programming experts at the RAND Corporation to help achieve these goals easily and cost effectively.

Report

Lessons from RAND's Work on Planning Under Uncertainty for National Security — Jul 31, 2012

This review of two decades of RAND work on uncertainty analysis for national security applications shows the wide range of uncertainties that arise, the variety of analytic techniques needed, and progress made in dealing with deep uncertainty.

Journal Article

Characterizing Climate-Change Uncertainties for Decision-Makers — Jun 13, 2012

Probability-based estimates can have serious limitations when applied to a problem such as climate change. The Intergovernmental Panel on Climate Change should also consider approaches to decision-making under conditions of uncertainty that do not depend on expert consensus on probabilities.

Multimedia

Bringing Sustainability to the Louisiana Coast — Jun 5, 2012

Policy Researcher David Groves describes RAND's role in helping to develop a plan to guide Louisiana's coastal investments, help its coastal citizens plan for the future, and create a sustainable coast.

Project

Decisionmaking Under Uncertainty in the Colorado River Basin — Jun 4, 2012

RAND is working with the U.S. Bureau of Reclamation to explore the use of Robust Decision Making in the Bureau's long-term planning for the Colorado River.

Project

Modeling Climate Change Threat Can Help Improve Policy Decisions — May 30, 2012

Climate change presents decisionmakers with a fundamental quandary: how to address a potentially serious, long-term, and uncertain threat. A joint project of RAND Infrastructure, Safety, and Environment and the RAND Pardee Center sought to address this problem through basic research and computer modeling.

Journal Article

Recrafting Scenario Practice to Achieve Robust Long-Term Decisions — Feb 1, 2012

Freight transport is a rapidly expanding and changing economic sector.

Report

Reconsidering California Transport Policies: Reducing Greenhouse Gas Emissions in an Uncertain Future — Jan 20, 2012

Applies robust decision methods to evaluate California's transportation policies that considers multiple views of the future, and identifies strategies that consistently reduce emissions at acceptable costs regardless of future conditions.

Journal Article

Robust Climate Policies Under Uncertainty: A Comparison of Robust Decision-Making and Info-Gap Methods — Jan 1, 2012

This study compares two widely used approaches for robustness analysis of decision problems: the info-gap method originally developed by Ben-Haim and the robust decision making (RDM) approach originally developed by Lempert, Popper, and Bankes.

Multimedia

California's Water Challenges — Oct 25, 2011

David Groves discusses an innovative approach to dealing with the many challenges that may contribute to sustainable and affordable solutions of long term water supplies in California.

Report

Governing Geoengineering Research: A Political and Technical Vulnerability Analysis of Potential Near-Term Options — Apr 19, 2011

Geoengineering is risky, but could transform the portfolio of options for limiting future climate change. Some geoengineering approaches could prove fast acting and inexpensive and could be deployed by one or a few nations without global cooperation.

Journal Article

Evaluating the Gifted Program of an Urban School District Using a Modified Regression Discontinuity Design — Sep 1, 2010

This paper examines the impact of a gifted program on retention in an urban school district using a regression discontinuity design.

Commentary

Redesigning the International Approach to Climate Change — Jul 1, 2010

Limiting climate change requires a revolution in the way the global economy generates and consumes energy. It is becoming increasingly clear that the current diplomatic approach should be redesigned to meet this immense political, technical, and social challenge, writes Robert J. Lempert.

Report

Managing New Orleans Flood Risk in an Uncertain Future Using Non-Structural Risk Mitigation — Apr 20, 2010

Considers proposals to augment the existing flood-damage protection system in New Orleans with ''nonstructural'' risk mitigation programs focused on single-family homes.

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