Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: iBOA: The Incremental Bayesian Optimization Algorithm   This paper proposes the incremental Bayesian optimization algorithm (iBOA),
which modifies standard BOA by removing the population of solutions and using
incremental updates of the Bayesian network. iBOA is shown to be able to learn
and exploit unrestricted Bayesian networks using incremental techniques for
updating both the structure as well as the parameters of the probabilistic
model. This represents an important step toward the design of competent
incremental estimation of distribution algorithms that can solve difficult
nearly decomposable problems scalably and reliably.

33
The categories of this paper are: plasm-ph
14
The categories of this paper are: math-ph
0
The categories of this paper are: hep-ph
8
The categories of this paper are: hep-ex
4
The categories of this paper are: cond-mat
13
The categories of this paper are: quant-ph
6
The categories of this paper are: astro-ph
27
The categories of this paper are: comp-gas
22
The categories of this paper are: chao-dyn
11
The categories of this paper are: hep-lat
7
The categories of this paper are: hep-th
32
The categories of this paper are: atom-ph
21
The categories of this paper are: adap-org
18
The categories of this paper are: econ
36
The categories of this paper are: cmp-lg
19
The categories of this paper are: eess