Multi label classification and drug-reaction associations using global optimization techniques
- Authors: Mammadov, Musa , Yearwood, John , Aliyea, Leyla
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000890
About stationarity and regularity of real-valued functions
- Authors: Kruger, Alexander
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: 2003000888
A new global optimization algorithm based on a dynamical systems approach
- Authors: Mammadov, Musa
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: The purpose of the paper is to develop and study new techniques for global optimization based on dynamical systems approach. This approach uses the notion of relationship between variables which describes influences of the changes of the variables to each other. A numerical algorithm for global optimization is introduced.
- Description: E1
- Description: 2003000892
Asymmetrical dependence test for intermarket influence analysis
- Authors: Pan, Heping , Tilakaratne, Chandima , Yearwood, John , Hurst, Cameron
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000915
Minimisation of the cluster function : Numerical experiments using MPI techniques
- Authors: Sukhorukova, Nadezda
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: Several clustering methods based on optimisation have been developed recently. One of them is based on minimisation of the cluster function. This function is nonsmooth, nonconvex and extremely multi extremal. Minimisation of such functions is a challenging task. This process can be also very time consuming, especially if the dimension of the corresponding optimisation problem and the size of the dataset are large. In this paper we propose an approach which allows one to run programs in parallel using several CPUs simultaneously. We discuss several possible ways for design parallel implementations for the program and present results of numerical experiments.
- Description: E1
- Description: 2003000934
Solving Euclidian travelling salesman problem using discrete-gradient based clustering and kohonen neural network
- Authors: Ghosh, Moumita , Ugon, Julien , Ghosh, Ranadhir , Bagirov, Adil
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000864
Relationships between different Australian interest rate swap markets
- Authors: Mammadov, Musa , Yearwood, John
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000893
Optimization in wireless local area network
- Authors: Kouhbor, Shahnaz , Ugon, Julien , Kruger, Alexander , Rubinov, Alex , Branch, Philip
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: 2003000886
Two level clustering using SOM and dynamical systems
- Authors: Ghosh, Ranadhir , Mammadov, Musa , Ghosh, Moumita , Yearwood, John
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000871
On a class of abstract convex functions
- Authors: Rubinov, Alex , Hajilarov, Eldar
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000928
Super Bayesian Influence Networks (SBIN) for capturing stochastic chaotic patterns in multivariate time series
- Authors: Pan, Heping
- Date: 2004
- Type: Text , Conference paper
- Relation: Paper presented at ICOTA6: 6th International Conference on Optimization - Techniques and Applications, Ballarat, Victoria : 9th December, 2004
- Full Text: false
- Reviewed:
- Description: E1
- Description: 2003000914