Multi-Property Synthesis

Christoph Weinhuber, Yannik Schnitzer, Alessandro Abate, David Parker, Giuseppe De Giacomo +1 more
1/15/2026
cs.AIcs.LO

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Abstract

We study LTLf synthesis with multiple properties, where satisfying all properties may be impossible. Instead of enumerating subsets of properties, we compute in one fixed-point computation the relation between product-game states and the goal sets that are realizable from them, and we synthesize strategies achieving maximal realizable sets. We develop a fully symbolic algorithm that introduces Boolean goal variables and exploits monotonicity to represent exponentially many goal combinations compactly. Our approach substantially outperforms enumeration-based baselines, with speedups of up to two orders of magnitude.

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Cite this paper

@article{weinhuber2026multiproperty,
  title  = {Multi-Property Synthesis},
  author = {Christoph Weinhuber and Yannik Schnitzer and Alessandro Abate and David Parker and Giuseppe De Giacomo and Moshe Y. Vardi},
  year   = {2026},
  eprint = {2601.10651},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2601.10651v1}
}

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