Mar 15, 2023 · A novel native stochastic local search algorithm for solving k-term DNF problems is presented. It is evaluated on hard k-term DNF problems ...
A novel native stochastic local search algorithm for solving k-term DNF problems is presented. It is evaluated on hard k-term DNF problems that.
Abstract. In the past decade, there has been a lot of interest in phase transitions within artificial intelligence, and more recently, in machine learning ...
Aug 21, 2003 · A novel native stochastic local search algorithm for solving k-term DNF problems is presented. It is evaluated on hard k-term DNF problems ...
This paper is organized as follows: Section 2 introduces k-term DNF learn- ing, and Section 3 identifies and localizes the phase transition in k-term DNF.
A novel native stochastic local search algorithm for solving k-term DNF problems is presented. It is evaluated on hard k-term DNF problems that lie on the ...
Sep 20, 2002 · Subsequently, we investigate stochastic local search (SLS) for k-term DNF learning. We compare several variants that first reduce k-term DNF to ...
Subsequently, we investigate stochastic local search (SLS) for k-term DNF learning. We compare several variants that first reduce k-term DNF to SAT and then ...
3.2 Stochastic Local Search in k-Term DNF Learning. The aim in k-term DNF learning is to induce a formula of k terms in disjunctive normal form, where each ...
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One promising family of search strategies to alleviate runtime and storage requirements of ILP systems is that of stochastic local search methods, ...