Realizing the Need for Intelligent Optimization Tool

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Author(s): Dilip Kumar Pratihar (Indian Institute of Technology Kharagpur, India)
Copyright: 2016
Pages: 9
Source title: Handbook of Research on Natural Computing for Optimization Problems
Source Author(s)/Editor(s): Jyotsna Kumar Mandal (University of Kalyani, India), Somnath Mukhopadhyay (Calcutta Business School, India)and Tandra Pal (National Institute of Technology Durgapur, India)
DOI: 10.4018/978-1-5225-0058-2.ch001

Keywords: Artificial Intelligence / Biologically-Inspired Computing / Information Science Reference / Medicine & Healthcare

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Abstract

A large number of traditional optimization tools are available in the literature, as each of these techniques is suitable to solve a particular problem. Realizing this fact, non-traditional optimization tools have been proposed, which are supposed to be robust enough to solve a variety of problems. Moreover, these tools should be able to reach the optimal solutions quickly and as accurately as possible. The family of non-traditional optimization tools has become bigger, nowadays, which contradicts the very purpose of developing non-traditional optimization tool. In this write-up, the reasons behind this fact have been discussed in detail, and the need for an intelligent optimization tool has been felt, which is supposed to be problem-independent.

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