On the Use of Analytical Target Cascading and Collaborative Optimization for Complex System Design

  • Allison J
  • Kokkolaras M
  • Zawislak M
 et al. 
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Abstract

Design of some modern products requires special techniques to manage complex- ity. Various industries have specific needs in this regard, and several methodologies for complex system optimization have been developed in response. A critical re- view of these sometimes diverse approaches offers the design community enhanced resources for mapping approaches to present design problems. This thesis covers several selected single-level and multi-level methodologies for complex system opti- mization. Two novel and easily replicated engineering design example problems are introduced, facilitating an illustrative implementation of the said methodologies, and offering a venue for clear exposition of their distinctions. Emphasis is given to two particular multi-level methodologies: Analytical Target Cascading (ATC), and Collaborative Optimization (CO). ATC was developed as a product development tool, and has ties to the automotive industry. CO is a Mul- tidisciplinary Design Optimization formulation, evolved from established methods for Multidisciplinary Analysis. CO sees regular use in aerospace analysis and design problems. The origin of each methodology colors its nature. Although ATC and CO emerged from different sources, their mathematical formulations appear to be similar. These formulations are investigated in detail, and it is shown that each has a unique solution process. Terminology for each formulation is clearly defined and compared. This review is an important contribution toward better understanding of complex system optimization methodologies. This in turn helps advance industry acceptance and utilization of these methodologies.

Author-supplied keywords

  • analytical target cascading
  • collaborative optimization
  • complex system design
  • matrix organiza-

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Authors

  • James Allison

  • Michael Kokkolaras

  • Marc Zawislak

  • Panos Y Papalambros

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