# Fusion Rules All fusion methods are methods on `MassFunction`. ```python combined = m1.dempster(m2) ``` All sources must belong to the same frame. Every rule returns a new `MassFunction`; input sources are not modified. ## Conjunctive / DSmC / Smets ```python m1.conjunctive(m2) m1.dsmc(m2) m1.smets(m2) ``` The unnormalized conjunctive rule intersects propositions and multiplies their masses. On a free DSmT frame this is the classic DSm rule, DSmC. On a DST frame, conflicting intersections accumulate on `empty`. `smets()` is an alias for the same unnormalized behavior in the transferable belief model sense. Use this rule when you want to inspect conflict explicitly instead of redistributing or normalizing it immediately. ## Dempster ```python m1.dempster(m2) ``` Dempster's rule removes empty-set conflict and normalizes the remaining masses. If conflict is total, `TotalConflictError` is raised. This rule is appropriate when the frame is exclusive and normalized conflict handling is acceptable for the application. ## Yager ```python m1.yager(m2) ``` Yager's rule transfers total conflict to total ignorance. This keeps the result normalized while representing conflict as uncertainty instead of assigning it to specific hypotheses. ## DSmH / Dubois-Prade-style transfer ```python m1.dsmh(m2) m1.dubois_prade(m2) ``` `dsmh()` transfers empty intersections to the union of the propositions involved in the conflict. If that union is empty under the model, the mass goes to total ignorance. For static Shafer-style problems, this is the same transfer pattern normally associated with Dubois-Prade. Dynamic DSmH cases can differ, especially when a hypothesis becomes empty after evidence was assigned to it. Use DSmH with `Frame.hybrid(...)` when constraints are part of the model. ## PCR5 and PCR6 ```python m1.pcr5(m2) m1.pcr6(m2, m3) ``` PCR rules redistribute partial conflict only to the propositions involved in that conflict, proportionally to the masses that created it. `pcr5()` accepts two sources. `pcr6()` supports two or more sources. PCR rules are useful in high-conflict cases where assigning conflict to total ignorance would be too coarse.