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Ord reduction#37

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aayushdD wants to merge 15 commits intoESCL-at-UTD:mainfrom
aayushdD:ord_reduction
Open

Ord reduction#37
aayushdD wants to merge 15 commits intoESCL-at-UTD:mainfrom
aayushdD:ord_reduction

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Exact, inner, and outer reductions for conzono and zono sets.

aayushdD and others added 15 commits December 21, 2024 11:44
Methods for order reduction of zonotopes.
Each of exact, outer and inner approximations added.
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1. Zero columns from G are removed. A is modified accordingly.
2. Factor constrained to a constant value is found and reduction taking that as an advantage is done.
3. A more conservative constraint is found and it's effects are transferred to the original generator matrix.
Vectorized calculations instead of loops for some parts of orderReduction.m function
asdaada
This commit marks first of LP solvers used for calculating bounds with zonolab. Exact order reduction uses bounds and earlier approach used algorithm one from the paper.
Removed outdated comments about the orderReduction method.
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