Skip to main content

Portfolio Decision Analysis: Lessons from Military Applications

  • Chapter
  • First Online:
Portfolio Decision Analysis

Abstract

We review the use of portfolio decision analysis in military applications, such as weapon systems, types of forces, installations, and military research and development projects. We start by comparing military and commercial portfolio problems in general, discussing the distinguishing characteristics of the military decision environment: hostile and adaptive adversaries, a public decision process with multiple stakeholders, and high system complexity. Then we list and summarize 24 military DA applications published from 1992 to 2010. We find that the most widespread prominent feature of these applications is the careful modeling of value from multiple objectives. Mathematical optimization is not so common, but it can be important when a large number of interdependencies or side constraints makes it hard to find good feasible candidate portfolios. Quantitative methods of accounting for risk are surprisingly rare, considering the high level of uncertainty in the military environment. We analyze six of the applications in more detail, looking at how they model portfolio value calculation, swing weight assessment, constraints and dependencies, and uncertainty and risk. An appendix provides a recommended procedure for portfolio decision analysis based on the authors’ experience and the applications reviewed.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Our experience is that is surprisingly difficult to obtain a complete list of the alternatives, especially in organizations with projects in many classification levels.

  2. 2.

    Many people like to place very important, high variation in upper right corner, or cell C3.

References

  • Austin J, Mitchell IM (2008) Bringing value focused thinking to bear on equipment procurement. Mil Oper Res 13(2):33–46

    Google Scholar 

  • Baker SF, Green SG, Lowe JK, Francis VE (2000) A value-focused approach for laboratory equipment purchases. Mil Oper Res 5(4):43–56

    Google Scholar 

  • Bresnick TA, Buede DM, Pisani AA, Smith LL, Wood BB (1997) Airborne and space-borne reconnaissance force mixes: a decision analysis approach. Mil Oper Res 3(4):65–78

    Google Scholar 

  • Brown GG, Dell RF, Holtz H, Newman AM (2003) How US Air Force Space Command optimizes long-term investment in space systems. Interfaces 33(4):1–14

    Article  Google Scholar 

  • Brown GG, Dell RF, Newman AM (2004) Optimizing military capital planning. Interfaces 34(6):415–425

    Article  Google Scholar 

  • Buckshaw DL, Parnell GS, Unkenholz WL, Parks DL, Wallner JM, Saydjari OS (2005) Mission oriented risk and design analysis of critical information systems. Mil Oper Res 10(2):19–38

    Google Scholar 

  • Buede DM, Bresnick TA (1992) Applications of decision analysis to the military systems acquisition process. Interfaces 22(6):110–125

    Article  Google Scholar 

  • Burk RC, Deschapelles C, Doty K, Gayek JE, Gurlitz T (2002) Performance analysis in the selection of imagery intelligence satellites. Mil Oper Res 7(2):45–60

    Google Scholar 

  • Burk RC, Parnell GS (1997) Evaluating future space systems and technologies. Interfaces 27(3):60–73

    Article  Google Scholar 

  • Chang T-J, Yang S-C, Lin T-L, Chang K-J (2010) Heuristics approach for portfolio selection with military investment assets. J Chung Cheng Inst Technol 39(1):97–112

    Google Scholar 

  • Davis PK, Shaver RD, Beck J (2008) Portfolio-analysis methods for assessing capability options. RAND National Defense Research Institute, Santa Monica

    Google Scholar 

  • Department of Defense (DoD) (2006) Risk management guide for DoD acquisition, 6th edn., version 1.0. Defense Acquisition University, Fort Belvoir

    Google Scholar 

  • Dillon-Merrill RL, Parnell GS, Buckshaw DL, Hensley WR, Caswell DJ (2008) Avoiding common pitfalls in decision support frameworks for Department of Defense analyses. Mil Oper Res 13(2):19–31

    Google Scholar 

  • Ewing PL Jr, Tarantino W, Parnell GS (2006) Use of decision analysis in the Army Base Realignment and Closure (BRAC) 2005 military value analysis. Decis Anal 3:33–49

    Article  Google Scholar 

  • Geis JP II, Parnell GS, Newton H, Bresnick TA (to appear) Blue horizons study assesses future capabilities and technologies for the United States Air Force. Interfaces

    Google Scholar 

  • Greiner MA, Fowler JW, Shunk DL, Carlyle WM, McNutt RT (2003) A hybrid approach using the Analytic Hierarchy Process and integer programming to screen weapon systems projects. IEEE Trans Eng Manage 50:192–203

    Article  Google Scholar 

  • Haertling KP, Deckro RF, Jackson JA (1999) Implementing information warfare in the weapon targeting process. Mil Oper Res 4(1):51–65

    Google Scholar 

  • Hamill TJ, Deckro RF, Kloeber JM, Kelso TS (2002) Risk management and the value of information in a defense computer system. Mil Oper Res 7(2):61–82

    Google Scholar 

  • Jackson JA, Parnell GS, Jones BL, Lehmkuhl LJ, Conley H, Andrew J (1997) Air Force 2025 operational analysis. Mil Oper Res 3(4):5–21

    Google Scholar 

  • Jurk DM, Chambal SP, Thal AM Jr (2004) Using value-focused thinking to select innovative force protection ideas. Mil Oper Res 9(3):17–30

    Google Scholar 

  • Keeney RL (1992) Value-focused thinking: a path to creative decisionmaking. Harvard University Press, Cambridge

    Google Scholar 

  • Keeney RL, Raiffa H (1976) Decision making with multiple objectives: preferences and value tradeoffs. Wiley, New York

    Google Scholar 

  • Kirkwood CW (1997) Strategic decision making: multiobjective decision analysis with spreadsheets. Duxbury, Pacific Grove

    Google Scholar 

  • Klimack WK, Kloeber JM Jr (2000) A multi-attribute preference theory assessment of US Army basic combat training program of instruction. Technical Report 2000–02, Center for Modeling, Simulation and Analysis, Air Force Institute of Technology, Wright-Patterson Air Force Base

    Google Scholar 

  • Leinart JA, Deckro RF, Kloeber JM Jr, Jackson JA (2002) A network disruption modeling tool. Mil Oper Res 7(1):69–77

    Google Scholar 

  • Lindberg TJ (2008) The critical infrastructure portfolio selection model. Master of Military Art and Science thesis, US Army Command and General Staff College, Fort Leavenworth

    Google Scholar 

  • Meier SR (2009) Causal inferences on the cost overruns and schedule delays of large-scale US federal defense and intelligence acquisition programs. Proj Manage J 41(1):28–39

    Google Scholar 

  • Parnell GS (2007) Value-focused thinking. In: Loerch A, Rainey L (eds) Methods for conducting military operational analysis. Military Operations Research Society, Alexandria

    Google Scholar 

  • Parnell GS, Bennett GE, Engelbrecht JA, Szafranski R (2002) Improving customer support resource allocation within the National Reconnaissance Office. Interfaces 32(3):77–90

    Article  Google Scholar 

  • Parnell GS, Burk RC, Schulman A, Westphal D, Kwan L, Blackhurst J, Verret P, Karasopoulos H (2004) Air Force Research Laboratory space technology value model: creating capabilities for future customers. Mil Oper Res 9(1):5–18

    Google Scholar 

  • Parnell GS, Conley HW, Jackson JA, Lehmkuhl LJ, Andrew JM (1998) Foundations 2025: a framework for evaluating future air and space forces. Manage Sci 44:1336–1350

    Article  Google Scholar 

  • Parnell GS, Driscoll PJ, Henderson DL (eds) (2011) Decision making for systems engineering and management, 2nd edn. Wiley Series in Systems Engineering, Andrew P. Sage (ed), Wiley, New York

    Google Scholar 

  • Parnell GS, Gimeno BI, Westphal D, Engelbrecht JA, Szafranski R (2001) Multiple perspective R&D portfolio analysis for the National Reconnaissance Office’s technology enterprise. Mil Oper Res 6(3):19–34

    Google Scholar 

  • Parnell GS, Jackson JA, Burk RC, Lehmkuhl LJ, Engelbrecht JA Jr (1999) R&D concept decision analysis: using alternate futures for sensitivity analysis. J Multi-Crit Decis Anal 8:119–127

    Article  Google Scholar 

  • Phillips LD (2007) Decision conferencing. In: Edwards W, Miles R, von Winterfeldt D (eds) Advances in decision analysis. Cambridge Press, UK

    Google Scholar 

  • Rayno B, Parnell GS, Burk RC, Woodruff BW (1997) A methodology to assess the utility of future space systems. J Multi-Crit Decis Anal 6:344–354

    Article  Google Scholar 

  • Spetzler C (2007) Building decision competency. In: Edwards W, Miles R, von Winterfeldt D (eds) Advances in decision analysis. Cambridge Press, UK

    Google Scholar 

  • Stafira S Jr, Parnell GS, Moore JT (1997) A method for evaluating military systems in a counterproliferation role. Manage Sci 43:1420–1430

    Article  Google Scholar 

  • Trainor TE, Parnell GS, Kwinn B, Brence J, Tollefson E, Downes P (2007) The US Army uses decision analysis in designing its installation regions. Interfaces 37(3):253–264

    Article  Google Scholar 

  • Walmsley NS, Hearn P (2004) Balance of investment in armoured combat support vehicles: an application of mixed integer programming. J Oper Res Soc 55:403–412

    Article  Google Scholar 

  • Watson SR, Buede DM (1987) Decision synthesis: the principles and practice of decision analysis. Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Woodaman RFA, Loerch AG, Laskey KB (2010) A decision analytic approach for measuring the value of counter-IED solutions at the Joint Improvised Explosive Device Defeat Organization. GMU-AFCEA Symposium: critical issues in C4I. Available via Internet. http://c4i.gmu.edu/events/reviews/2010/papers/Woodaman_Valuation_of_Counter-IED_Solutions.pdf

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Roger Chapman Burk .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Burk, R.C., Parnell, G.S. (2011). Portfolio Decision Analysis: Lessons from Military Applications. In: Salo, A., Keisler, J., Morton, A. (eds) Portfolio Decision Analysis. International Series in Operations Research & Management Science, vol 162. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-9943-6_14

Download citation

Publish with us

Policies and ethics