Optimization Papers

  • (1999)  Convergence properties of the softassign quadratic assignment algorithm. Anand Rangarajan, Alan Yuille, and Eric Mjolsness, Neural Computation 11(6), 1455-1474 1999. [ Preprint ]
  • (1996)  A Lagrangian relaxation network for graph matching. Anand Rangarajan and Eric Mjolsness, IEEE Transactions on Neural Networks, vol 7 no 6, November 1996. [Preprint ]
  • (1996)  A novel optimizing network architecture with applications. Anand Rangarajan, Steven Gold, and Eric Mjolsness, Neural Computation, vol 8 no 5, July 1996. [ PDF Preprint | Postscript Preprint ]
  • (1996) A Multiscale Attentional Framework for Relaxation Neural Networks. Dimitris I. Tsioutsias and Eric Mjolsness, Advances in Neural Information Processing Systems 8, MIT Press, 1996. [ Paper ]
  • (1994)  Optimization dynamics for partitioned neural networks Dimitris I. Tsioutsias and Eric Mjolsness. International Journal of Neural Systems, December 1994. [Technical Report]
  • (1993)  Accelerating neural net dynamics by boundary layer methods Willard L. Miranker and Eric Mjolsness, Applied Mathematics Letters, vol 6, no 3, pp. 85-89, 1993. [ Paper ]
  • (1991)  Multiscale optimization in neural networks, Eric Mjolsness, Charles Garrett, and Willard Miranker, IEEE Transactions on Neural Networks, vol 2 no 2, March 1991. [Paper ]
  • (1990)  Algebraic transformations of objective functions. Eric Mjolsness and Charles Garrett, Neural Networks , vol 3, no 6, pp 651-669, 1990. [ Paper ]