FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— We present a new representation for individuals in problems that have cyclic permutations as solutions. To demonstrate its usefulness, we analyze a simple randomized local sear...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— A learning machine is called singular if its Fisher information matrix is singular. Almost all learning machines used in information processing are singular, for example, layer...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— The Constraint Satisfaction Problem (CSP) is one of the most prominent problems in artificial intelligence, logic, theoretical computer science, engineering and many other are...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
The purpose of this paper is to present a new characterization of the set of all intervals (and of the corresponding set of fuzzy numbers). This characterization is based on sever...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— Backpropagation through time is a very popular discrete-time recurrent neural network training algorithm. However, the computational time associated with the learning process t...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
Recent progress in genomics and proteomics makes it possible to understand the biological networks at the systems level. We aim to develop computational models of learning and memo...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— This paper presents an improvement to the vanilla version of the simulated annealing algorithm by using opposite neighbors. This new technique, is based on the recently propose...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— In this paper, a time varying jumping rate (TVJR) model for Opposition-Based Differential Evolution (ODE) has been proposed. According to this model, the jumping rate changes l...
FOCI
2007
IEEE
14 years 8 months ago
2007
IEEE
— We evaluate the average waiting time between observing the price of financial markets and the next price change, especially in an on-line foreign exchange trading service for ...