What you should know about approximate dynamic programming

Approximate dynamic programming (ADP) is a broad umbrella for a modeling and algorithmic strategy for solving problems that are sometimes large and complex, and are usually (but not always) stochastic. It is most often presented as a method for overcoming the classic curse of dimensionality that is well‐known to plague the use of Bellman's equation. For many problems, there are actually up to three curses of dimensionality. But the richer message of approximate dynamic programming is learning what to learn, and how to learn it, to make better decisions over time. This article provides a brief review of approximate dynamic programming, without intending to be a complete tutorial. Instead, our goal is to provide a broader perspective of ADP and how it should be approached from the perspective of different problem classes. © 2009 Wiley Periodicals, Inc. Naval Research Logistics 2009     

On a Markov‐modulated shock and wear process

We present transient and asymptotic reliability indices for a single‐unit system that is subject to Markov‐modulated shocks and wear. The transient results are derived from the (transform) solution of an integro‐differential equation describing the joint distribution of the cumulative degradation process and the state of the modulating process. Additionally, we prove the asymptotic normality of a properly centered and time‐scaled version of the cumulative degradation at time t. This asymptotic result leads to a simple normal approximation for a properly centered and space‐scaled version of the systes lifetime distribution. Two numerical examples illustrate the quality of the normal approximation. © 2009 Wiley Periodicals, Inc. Naval Research Logistics 2009     

Optimal resource allocation and redistribution strategy in military conflicts with Lanchester square law attrition

We address the problem of optimal decision‐making in conflicts based on Lanchester square law attrition model where a defending force needs to be partitioned optimally, and allocated to two different attacking forces of differing strengths and capabilities. We consider a resource allocation scheme called the Time Zero Allocation with Redistribution (TZAR) strategy, where allocation is followed by redistribution of defending forces, on the occurrence of certain decisive events. Unlike previous work on Lanchester attrition model based tactical decision‐making, which propose time sequential tactics through an optimal control approach, the present article focuses on obtaining simpler resource allocation tactics based on a static optimization framework, and demonstrates that the results obtained are similar to those obtained by the more complex dynamic optimal control solution. Complete solution for this strategy is obtained for optimal partitioning of resources of the defending forces. © 2008 Wiley Periodicals, Inc. Naval Research Logistics, 2008     

Aiming to Break Will: America's World War II Bombing of German Morale and its Ramifications

This article examines the implications of the proliferation of cyberwarfare capabilities for the character and frequency of war. Consideration of strategic logic, perceptions, and bargaining dynamics finds that the size of the effect of the proliferation of cyberwarfare capabilities on the frequency of war will probably be relatively small. This effect will not be constant across all situations; in some cases the advent of cyberwarfare capabilities may decrease the likelihood of war. On the other hand, the use of computer network attack as a brute force weapon will probably become increasingly frequent.     

Disregarding the Bear: How US Intelligence Failed to Estimate the Soviet Intervention in the Egyptian–Israeli War of Attrition 1

This article analyzes the main factors that contributed to the failure of the US intelligence community to alert against Soviet intentions and the intervention in the Egyptian–Israeli War of Attrition in 1969–70. Based on fresh archival sources, this research describes the US intelligence conception concerning the USSR; explains the crystallization of the intelligence estimate on the probability of Soviet intervention in 1970; deals with the intelligence data that were acquired but eventually ignored; and concludes with several plausible explanations for the intelligence blunder.     

Operation ‘enduring freedom’: a victory for a conventional force fighting an unconventional war

The track record of the US military in unconventional wars has not been good and there were fears that Operation ‘Enduring Freedom’ might suffer the same fate as previous campaigns. This contribution explores why the Taliban were defeated so easily by the US in 2001. It challenges the view that America's victory was due solely to changes in its modus operandi or that the outcome heralds a change in the fortunes of the US when fighting unconventional war. It also questions the idea that America's victory was a consequence of Taliban incompetence. Instead, it explains the defeat of the Taliban in terms of the prevailing political conditions within Afghanistan, which made them vulnerable to attack. The essay concludes that current political circumstances could, in the long run, permit the resurrection of the Taliban and undermine the US-led coalition's victory.     

The Kargil Conflict: Waging War in the Himalayas

In 1999 India and Pakistan engaged in a limited war in the Himalayan peaks of Kashmir. Pakistani irregulars occupied territory in the Indian-held district of Kargil. A campaign that lasted 74 days and cost each side more than 1,000 casualties concluded with India in control of the commanding heights around Kargil. The conflict exposed flaws in the Indian armed forces as well as enduring truths of combat in the high mountains. Political constraints combined with the unforgiving environment and a determined enemy to diminish India's military advantage. Transition from counterinsurgency to high-intensity combat in the Himalayas proved to be a daunting task. Early failure was only overcome through innovation and adaptation to the environment. Specialised forces, unconventional techniques and the focused application of overwhelming firepower ultimately secured victory.     

MULTIPARTY DEMOCRACY IN TANZANIA

This article attempts to understand the manner in which the notion of good governance has been applied in the United Republic of Tanzania. In 1989, the World Bank issued a document which argued that Africa's development problems were in essence a crisis of governance. This became the basis for the imposition of conditionalities in order to establish liberal democratic governments. More than a decade later, good governance still dominates the donor agenda, which is reminiscent of the heyday of colonialism and the civilising mission that thrust Africa into the orbit of the European world, albeit as a ‘dark continent’. Although Tanzania has escaped the more overt political turmoil that plagued neighbouring countries, the country appears to be open to inter-ethnic rivalry due largely to Zanzibar, the site of the greatest opposition to the ruling party, in power since independence. The challenge is to deal with the dysfunctional economy and to meet the growing demands of its population for adequate social services. The ideal of self-reliance espoused by Nyerere is no longer a choice but a necessity.     

The Odyssey of the Comprehensive Nuclear-Test-Ban Treaty

This study examines the failures of the William J. Clinton and Barack Obama administrations to secure ratification of the Comprehensive Nuclear-Test-Ban Treaty (CTBT). It applies an integrated analytical framework for assessing treaty ratification that builds upon previous research in order to understand why the Clinton administration failed to achieve CTBT ratification in 1999 and why the Obama administration has so far failed to advance the treaty in the Senate. The study concludes that CTBT ratification, despite Obama administration pledges of support, remains highly unlikely. Finally, the study analyzes the common domestic political factors present in both cases and suggests areas for further research.