Tabu Machine    A New Neural Network for Global Optimization

Yu Zhiwei

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Tabu Machine A New Neural Network for Global Optimization

更新时间：2025-12-08

- Tabu Machine A New Neural Network for Global Optimization
- Acta Electronica Sinica Issue 2, (1999)
- 作者机构：
  
  杭州电子工业学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：1999
- 稿件说明：
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[1]于志伟.Tabu机——一种新的全局优化神经网络[J].电子学报,1999(02):118-120.

Yu Zhiwei. Tabu Machine A New Neural Network for Global Optimization[J]. Acta Electronica Sinica, 1999, (2).
[1]于志伟.Tabu机——一种新的全局优化神经网络[J].电子学报,1999(02):118-120. DOI：

Yu Zhiwei. Tabu Machine A New Neural Network for Global Optimization[J]. Acta Electronica Sinica, 1999, (2). DOI：

摘要

Ｔａｂｕ搜索是一种极其有效的广义启发式全局搜索技术，已经广泛地用于求解许多领域（特别是组合优化）中的全局优化问题．本文设法构造一种基于Ｔａｂｕ搜索策略的神经网络结构，详细介绍了这种神经网络的各个组成部分，说明了该网络的优缺点．最后，用两个例子检验这种神经网络，证明了它的有效性．

Abstract

Tabu search （TS）

which has been extensively applied to solving global optimization in many areas （especially in combinatorial optimization） is a very effective generalized heuristic search technique found in recent years.In this paper

a TS strategy based neural network structure

called Tabu Machine（TM）

is proposed.The conclusion drawn after conducting two simulations about TM:the first is a random optimization and the second is a TSP problem

is satisfactory.The shortcoming about TM is also pointed out.

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Related Author

XU Jia-wei

LUO Qian

LIU San-yang

ZHANG Xiao-wei

LIN Yao

ZHANG Xiao-juan

ZHANG Rui-zhi

LI Zun-chao

Related Institution

College of Information and Communication Engineering, Beijing Information Science & Technology University

Key Laboratory of the Ministry of Education for Optoelectronic Measurement Technology and Instrument, Beijing Information Science & Technology University

School of Applied MathematicsUniversity of Electronic Science and Technology of ChinaChengduSichuan 610054China

Department of Mathematical SciencesXidian UniversityXi’anShaanxi 710071China

School of Applied Mathematics,University of Electronic Science and Technology of China

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