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Morphological analysis (problem-solving)

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Exploration of possible solutions
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Morphological analysis orgeneral morphological analysis is a method for exploring possible solutions to a multi-dimensional, non-quantified complex problem. It was developed by Swiss astronomerFritz Zwicky.[1] General morphology has found use in fields includingengineering design,technological forecasting,organizational development and policy analysis.[2]

Overview

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General morphology was developed by Fritz Zwicky, the Bulgarian-born, Swiss-nationalastrophysicist based at theCalifornia Institute of Technology. Among others, Zwicky applied morphological analysis to astronomical studies and jet androcket propulsion systems. As a problem-structuring andproblem-solving technique, morphological analysis was designed for multi-dimensional, non-quantifiable problems where causal modelling and simulation do not function well, or at all.

Zwicky developed this approach to address seemingly non-reducible complexity: using the technique ofcross-consistency assessment (CCA),[1] the system allows for reduction by identifying the possible solutions that actually exist, eliminating the illogical solution combinations in a grid box (sometimes called amorphological box) rather than reducing the number of variables involved.[3]

A morphological box for bread with six categories arranged in rows: Flour, Leavening, Shape, Crust, Additions, and Baking. Each row contains 4 options with selected items highlighted in green or blue boxes. Selected combinations appear to create two bread types shown at the bottom: For Olive Ciabatta (shown with green highlights): White flour, Yeast leavening, Flat shape, Chewy crust, Olives as additions, and Oven baking method. For Baguette (shown with blue highlights): White flour, Yeast leavening, Loaf shape, Crispy crust, Plain (no additions), and Steam baking method.
An example morphological box illustrating the attributes of different types of bread

Decomposition versus morphological analysis

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Problems that involve many governing factors, where most of them cannot be expressed numerically can be well suited for morphological analysis.

The conventional approach is to break a complex system into parts, isolate the parts (dropping the 'trivial' elements) whose contributions are critical to the output and solve the simplified system for desired scenarios. The disadvantage of this method is that many real-world phenomena do not have obviously trivial elements and cannot be simplified.

Morphological analysis works backwards from the output towards the system internals without a simplification step.[4] The system's interactions are fully accounted for in the analysis.

References in fiction

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Robert A. Heinlein has his characters use a "Zwicky box" inTime Enough for Love, to figure out what's available to break the ennui of his 2000-year-old character.

David Brin used "Zwicky Choice Boxes" inSundiver as a means to help solve a murder mystery.

See also

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References

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  1. ^abRitchey, T. (1998).General Morphological Analysis: A general method for non-quantified modelingArchived 2010-03-24 at theWayback Machine.
  2. ^Álvarez, A. & Ritchey, T. (2015)."Applications of General Morphological Analysis: From Engineering Design to Policy Analysis", Acta Morphologica Generalis, Vol.4 No.1.Archived 2016-05-13 at theWayback Machine
  3. ^Ritchey, T (July 2006). "Problem structuring using computer-aided morphological analysis".Journal of the Operational Research Society.57 (7):792–801.doi:10.1057/palgrave.jors.2602177.ISSN 0160-5682.S2CID 19792496.
  4. ^Modelling Complex Socio-Technical Systems Using Morphological Analysis (Ritchey 2003-06)[1]Archived 2007-09-29 at theWayback Machine

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