Reference point-based evolutionary multi-objective optimization for reversible logic circuit synthesis

机译：基于参考点的进化多目标优化，可逆逻辑电路合成

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In this paper, Reversible logic circuit synthesis is formulated as a quantum cost-minimization problem with equality constraint. A new reference-point based evolutionary multi-objective method R-EMO-RLC is specially designed to attack the equality constraint. First, the reference point is determined dynamically according the distribution of solutions. Then, a new crowding comparative operator is fabricated to adapt the uncertainty of constraint violation and objective value aroused by variable length encoding. Experimental results show that R-EMO-RLC can increase the feasible ratio and obtain savings in quantum cost for some benchmarks from recent publications comparing with previously known circuits.

机译：在本文中，可逆逻辑电路合成作为具有平等约束的量子成本最小化问题。基于新的参考点的进化多目标方法R-EMO-RLC专门设计用于攻击平等约束。首先，根据解决方案的分布动态地确定参考点。然后，制造了一种新的拥挤的比较运算符，以适应通过可变长度编码引起的约束违规和客观值的不确定性。实验结果表明，与先前已知的电路相比，R-EMO-RLC可以提高可行的比率，并在最近的出版物中获得一些基准的量子成本。

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《International Conference on BioMedical Engineering and Informatics》|2014年||共5页
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Xiaoxiao Wang;
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中图分类生物医学工程;
关键词
evolutionary computation; logic circuits; logic design; minimisation; comparative operator; equality constraint; evolutionary multiobjective optimization; quantum cost-minimization problem; reference point multiobjective optimization; reversible logic circuit synthesis; variable length encoding; Evolutionary computation; Logic circuits; Logic gates; Optimization; RLC circuits; Sociology; Statistics; equality constraint; reference point multiobjective optimization; reversible logic circuit;

机译：进化计算;逻辑设计;最小化;比较运算符;平等约束;进化多目标优化;量子成本最小化问题;参考点多目标优化;可逆逻辑电路合成;可变长度编码;逻辑电路;逻辑栅格;逻辑电路;逻辑电路;优化;RLC电路;社会学;统计;平等约束;参考点多目标优化;可逆逻辑电路;

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专利

1. REFERENCE POINT-BASED EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION FOR INDUSTRIAL SYSTEMS SIMULATION [J] . Florian Siegmund, Jacob Bernedixen, Leif Pehrsson, Proceedings of the Workshop on Principles of Advanced and Distributed Simulation . 2012,第CDaROM期

机译：工业系统仿真中基于参考点的进化多目标优化
2. Reversible Logic Synthesis-oriented Multi-objective Automatic Design Method Based on Evolutionary Design Techniques [J] . Mingming Zhang, Shuguang Zhao, Xu Wang Key Engineering Materials . 2010,第pta1期

机译：基于进化设计技术的可逆逻辑综合多目标自动设计方法
3. A multi-objective optimization evolutionary algorithm incorporating preference information based on fuzzy logic [J] . Shen X., Guo Y., Chen Q., Computational optimization and applications . 2010,第1期

机译：基于模糊逻辑的包含偏好信息的多目标优化进化算法
4. Reference point-based evolutionary multi-objective optimization for reversible logic circuit synthesis [C] . Xiaoxiao Wang International Conference on BioMedical Engineering and Informatics . 2014

机译：基于参考点的演化多目标可逆逻辑电路综合优化
5. Theory, Synthesis, and Application of Adiabatic and Reversible Logic Circuits For Security Applications. [D] . Morrison, Matthew A. 2014

机译：用于安全应用的绝热和可逆逻辑电路的理论，合成和应用。
6. A novel reversible logic gate and its systematic approach to implement cost-efficient arithmetic logic circuits using QCA [O] . Peer Zahoor Ahmad, S.M.K. Quadri, Firdous Ahmad, 2017

机译：一种使用QCA实现具有成本效益的算术逻辑电路的新型可逆逻辑门及其系统方法
7. Evolutionary Quantum Logic Synthesis of Boolean Reversible Logic Circuits Embedded in Ternary Quantum Space using Heuristics [O] . Lukac Martin, Perkowski Marek, Kameyama Michitaka 2010

机译：利用启发式方法在三元量子空间中嵌入可逆逻辑电路的进化量子逻辑综合

Reference point-based evolutionary multi-objective optimization for reversible logic circuit synthesis

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