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Regular Paper Issue
Qubit Mapping Based on Tabu Search
Journal of Computer Science and Technology 2024, 39 (2): 421-433
Published: 30 March 2024
Abstract Collect

The goal of qubit mapping is to map a logical circuit to a physical device by introducing additional gates as few as possible in an acceptable amount of time. We present an effective approach called Tabu Search Based Adjustment (TSA) algorithm to construct the mappings. It consists of two key steps: one is making use of a combined subgraph isomorphism and completion to initialize some candidate mappings, and the other is dynamically modifying the mappings by TSA. Our experiments show that, compared with state-of-the-art methods, TSA can generate mappings with a smaller number of additional gates and have better scalability for large-scale circuits.

Regular Paper Issue
Symbolic Reasoning About Quantum Circuits in Coq
Journal of Computer Science and Technology 2021, 36 (6): 1291-1306
Published: 30 November 2021
Abstract Collect

A quantum circuit is a computational unit that transforms an input quantum state to an output state. A natural way to reason about its behavior is to compute explicitly the unitary matrix implemented by it. However, when the number of qubits increases, the matrix dimension grows exponentially and the computation becomes intractable. In this paper, we propose a symbolic approach to reasoning about quantum circuits. It is based on a small set of laws involving some basic manipulations on vectors and matrices. This symbolic reasoning scales better than the explicit one and is well suited to be automated in Coq, as demonstrated with some typical examples.

Regular Paper Issue
Reachability of Patterned Conditional Pushdown Systems
Journal of Computer Science and Technology 2020, 35 (6): 1295-1311
Published: 30 November 2020
Abstract Collect

Conditional pushdown systems (CPDSs) extend pushdown systems by associating each transition rule with a regular language over the stack alphabet. The goal is to model program verification problems that need to examine the runtime call stack of programs. Examples include security property checking of programs with stack inspection, compatibility checking of HTML5 parser specifications, etc. Esparza et al. proved that the reachability problem of CPDSs is EXPTIME-complete, which prevents the existence of an algorithm tractable for all instances in general. Driven by the practical applications of CPDSs, we study the reachability of patterned CPDS (pCPDS) that is a practically important subclass of CPDS, in which each transition rule carries a regular expression obeying certain patterns. First, we present new saturation algorithms for solving state and configuration reachability of pCPDSs. The algorithms exhibit the exponential-time complexity in the size of atomic patterns in the worst case. Next, we show that the reachability of pCPDSs carrying simple patterns is solvable in fixed-parameter polynomial time and space. This answers the question on whether there exist tractable reachability analysis algorithms of CPDSs tailored for those practical instances that admit efficient solutions such as stack inspection without exception handling. We have evaluated the proposed approach, and our experiments show that the pattern-driven algorithm steadily scales on pCPDSs with simple patterns.

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