サポートベクトルマシンを用いた有明海ノリ養殖生産定量モデル構築へ向けての一試論

An essay on a construction of quantitative models of cultured nori prodution in Ariake Sea using SVM

Creators Aoki Kunimasa

Creators Kajitori Kazuaki

Many ecological modelings have been done about relationships between nori cultivation and environments in Ariake Sea. In this paper, we try to use the support vector machines (SVMs) to model a relation between nori production and oceanic conditions. SVMs are flexible and robust tools to model non-linear phenomena. We find that the number of data records are not enough but SVM models show some abilities to keep track of the data.

[ISSN]0370-9361