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Axiomatic Design  277


                        their corresponding measures for each of the non-zero
                        sub-matrices.
           Theorem 11: (Invariance)
                        Reangularity, R, and Semangularity, S, for a design
                        matrix [DM] are invariant under alternative orderings
                        of the FR and DP variables, as long as orderings preserve
                        the association of each FR with its corresponding DP.
           Theorem 12: (Sum of Information)
                        The sum of information for a set of events is also infor-
                        mation, provided that proper conditional probabilities
                        are used when the events are not statistically
                        independent.
           Theorem 13: (Information Content of the Total System)
                        If each DP is probabilistically independent of other DPs,
                        the information content of the total system is the sum
                        of  the information of all individual events associated
                        with the set of FRs that must be satisfied.
           Theorem 14: (Information Content of Coupled versus Uncoupled Designs)
                        When the state of  FRs is changed from one state to
                        another in the functional domain, the information
                        required for the change is greater for a coupled process
                        than for an uncoupled process.
           Theorem 15: (Design-Manufacturing Interface)
                        When the manufacturing system compromises the inde-
                        pendence of the FRs of the product, either the design of
                        the product must be modified, or a new manufacturing
                        process must be designed and/or used to maintain the
                        independence of the FRs of the products.
           Theorem 16: (Equality of Information Content)
                        All information content that is relevant to the design
                        task is equally important regardless of their physical ori-
                        gin, and no weighing factor should be applied to them.


           A.3    Theorems for design of large systems

           Theorem 17: (Importance of High Level Decisions)
                        The quality of design depends on the selection of FRs and
                        the mapping from domains to domain. Wrong decisions
                        made at the highest levels of design hierarchy cannot be
                        rectified through the lower level design decisions.
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