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Keyword: optimization
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Open AccessArticle
11 Pages, 2,371 KB Download PDF

Indoor Mobile Robot Navigation in Unknown Environment Using Fuzzy Logic Based Behaviors

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 327–337, 2017; DOI: 10.25046/aj020342
Abstract:

This paper presents the development and design of a methodology based on fuzzy logic to control an indoor mobile robot for a complete navigation in an unknown environment. The methodology incorporates two basic behaviors, namely: reaching the goal and avoiding obstacles. The obstacle avoidance behavior is treated using wall-following scheme based on an Interval Type-2…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Robotics (ROB))
Open AccessArticle
7 Pages, 454 KB Download PDF

Synthesis of Important Design Criteria for Future Vehicle Electric System

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 277–283, 2017; DOI: 10.25046/aj020337
Abstract:

In this article, we give a brief overview of future trends and corresponding stakeholder requests regarding the design of automotive electric and electronic (e/e)-architectures. While today’s optimization is mainly based on the static design criteria of unit costs and weight, three dynamic design criteria are considered decisive factors in the future: voltage stability, vehicle energy…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Automation & Control Systems (ACS))
Open AccessArticle
7 Pages, 729 KB Download PDF

Recent Trends in ELM and MLELM: A review

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 1, Page # 69–75, 2017; DOI: 10.25046/aj020108
Abstract:

Extreme Learning Machine (ELM) is a high effective learning algorithm for the single hidden layer feed forward neural networks. Compared with the existing neural network learning algorithm it solves the slow training speed and over-fitting problems. It has been used in different fields and applications such as biomedical engineering, computer vision, remote sensing, chemical process…

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(This article belongs to the SP2 (Special Issue on Computer Systems, Information Technology, Electrical and Electronics Engineering 2017) & Section Artificial Intelligence in Computer Science (CAI))
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