Social Engineering Optimization (SEO); A New Single-Solution Meta-heuristic Inspired by Social Engineering

Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

IIEC13_216

تاریخ نمایه سازی: 14 شهریور 1396

Abstract:

Although in recent years many meta-heuristic methods have been presented, most of them are based on population and bear many steps, several parameters and hard to understand and code. So, the researchers usually use the old algorithms instead of recent ones. Contrary to previous work, this paper aims to develop a simple, intelligent and new single-solution algorithm that has four main steps and just three simple parameters to tune. Social Engineering Optimization (SEO) starts with two initial solutions, divided into attacker and defender. The attacker obtains the rules of social engineering techniques to reach desired its goals. The basis of the algorithm is to how an attacker attacks to defender by four different associated techniques. Finally, the proposed SEO is applied to solve some benchmark functions and an engineering problem and also the results show its superiority in comparison with other well-known and recent meta-heuristic.

Keywords:

Social Engineering Optimization (SEO) , Meta-heuristics , Optimization techniques

Authors

Amir Mohammad Fathollahi Fard

Department of Industrial Engineering and Management System, University of Science and Technology of Mazandaran, Behshahr, Iran

Mostafa Hajiaghaei-Keshteli

Department of Industrial Engineering and Management System, University of Science and Technology of Mazandaran, Behshahr, Iran