Pan Zhang

Publication List Details

Period

1989 - 2009

Number

13

Co-Authors

Target Shape Design Optimization by Evolving Splines (2009)

Pan Zhang, Xin Yao, Lei Jia, B. Sendhoff, Senior Member, T. Schnier

Abstract — Target shape design optimization problem (TS-DOP) is a miniature model for real world design optimization problems. It is proposed as a test bed to design and analyze optimization...

Stability analysis on the finite-temperature replica-symmetric and first-step replica-symmetry-broken cavity solutions of the random vertex cover problem (2009)

Zhang, Pan, Zeng, Ying, Zhou, Haijun

The vertex-cover (VC) problem is a prototypical hard combinatorial optimization problem. It was studied in recent years by physicists using the cavity method of statistical physics. In this paper,...

Target Shape Design Optimization by Evolving Splines (2008)

Pan Zhang, Xin Yao, Lei Jia, B. Sendhoff, Senior Member, T. Schnier

Abstract — Target shape design optimization problem (TS-DOP) is a miniature model for real world design optimization problems. It is proposed as a test bed to design and analyze optimization...

Transient dynamics for sequence processing neural networks: effect of degree distributions (2007)

Chen, Yong, Zhang, Pan, Yu, Lianchun, Zhang, Shengli

We derive a analytic evolution equation for overlap parameters including the effect of degree distribution on the transient dynamics of sequence processing neural networks. In the special case of...

Transient Dynamics of Sparsely Connected Hopfield Neural Networks with Arbitrary Degree Distributions (2007)

Zhang, Pan, Chen, Yong

Using probabilistic approach, the transient dynamics of sparsely connected Hopfield neural networks is studied for arbitrary degree distributions. A recursive scheme is developed to determine the...

Topology and Dynamics of Attractor Neural Networks: The Role of Loopiness (2007)

Zhang, Pan, Chen, Yong

We derive an exact representation of the topological effect on the dynamics of sequence processing neural networks within signal-to-noise analysis. A new network structure parameter, loopiness...

Frequency and phase synchronization of two coupled neurons with channel noise (2006)

Yu, L. C., Chen, Yong, Zhang, Pan

We study the frequency and phase synchronization in two coupled identical and nonidentical neurons with channel noise. The occupation number method is used to model the neurons in the context of...

Statistical Neurodynamics for sequence processing neural networks with finite dilution (2006)

Zhang, Pan, Chen, Yong

We extend the statistical neurodynamics to study transient dynamics of sequence processing neural networks with finite dilution, and the theoretical results is supported by the extensive numerical...

Network growth approach to macroevolution (2006)

Qin, Shao-Meng, Chen, Yong, Zhang, Pan

We propose a novel network growth model coupled with the competition interaction to simulate macroevolution. Our work shows that the competition plays an important role in macroevolution and it is...

Optimized annealing of traveling salesman problem from the nth-nearest-neighbor distribution (2006)

Chen, Yong, Zhang, Pan

We report a new statistical general property in traveling salesman problem, that the $n$th-nearest-neighbor distribution of optimal tours verifies with very high accuracy an exponential decay as a...