Ivan Stojmenovic

List of publications (November 2005)

Bioinspired Algorithms and Applications

Evolutionary Computing, Neural Networks

Applications in Cellular networks, Data broadcasting, and Circuit design

The design of perceptrons for neural networks, algebraic foundations of biomolecular (carrier) computing, and the applications of neural networks, genetic algorithms, tabu search and other evolutionary computing methods to the synthesis of multiple-valued functions and circuits and in solving combinatorial optimization, interconnection networks, wireless cellular networks (channel assignment), data broadcasting etc.
 

[VNS1] Geetali Vidyarthi, Alioune Ngom, Ivan Stojmenovic,  An hybrid channel assignment approach using an efficient evolutionary strategy  in wireless mobile networks, IEEE Transactions on Vehicular Technology, Vol. 54, No. 5, September 2005, 1887-1895.

 [VNS2] Geetali Vidyarthi, Alioune Ngom, Ivan Stojmenovic, Combinatorial Evolutionary Methods in Wireless Mobile Computing, in: "Combinatorial Optimization in Communication Networks" (edited by Ding-Zhu Du, Maggie Cheng and Yingshu Li), Kluwer, to appear.

 

Publications in journals and conferences

 

Ngom A., Stojmenovic I., Zunic J., On the number of multilinear partitions and the computing capacity of multiple-valued multiple-threshold perceptrons, IEEE Transactions on Neural Networks, 14, 3, May 2003, 469-477.

F. Ovalle, J. Solano and I. Stojmenovic, A parallel hill climbing algorithm for pushing dependent data in clients-providers-servers systems, ACM Mobile Networks and Applications MONET, 9, 4, August 2004, 257-264.

N. Kapoor, M. Russell, I. Stojmenovic, and A. Zomaya, A genetic algorithm for finding the pagenumber of interconnection networks, Journal of Parallel and Distributed Computing, 62, 2, Feb. 2002, 267-283.

Ngom A., Stojmenovic I., Milutinovic V., STRIP - A strip-based neural-network growth algorithm for learning multiple-valued functions, IEEE Transactions on Neural Networks, 12, 2, March 2001, 212-227.

Ngom A., Reischer C., Simovici D.A.  and Stojmenovic I., Learning with permutably homogeneous multiple-valued multiple-threshold perceptrons, Neural Processing Letters, Vol. 12, No. 1, Aug. 2000, 71-90.

Ngom A., Reischer C., Simovici D.A., and Stojmenovic I., Set-valued logic algebra: A carrier computing foundation, Multiple-Valued Logic, an International Journal, Vol. 2, No. 3, 1997, 183-216.

A.Ngom, I. Stojmenovic and R. Tosic, The computing capacity of three-input multiple-valued one-threshold perceptrons, IEEE Int. Symp. On Multiple-Valued Logic, Portland, OR, USA, May 2000, 33-38.

Ngom A., Obradovic Z., and Stojmenovic I., Minimization of multivalued  multithreshold perceptrons using genetic algorithms, 28-th IEEE Int. Symp. Multiple-Valued Logic, Fukuoka, Japan, May 1998, 209-214.