MATLAB [?] is one of the most widely used mathematical computing environments in technical computing. It is an interactive environment that provides high performance computational routines and an easy-to-use, C-like scripting language. Mathworks, the company that develops MATLAB, currently does not provide a version of MATLAB that can utilize parallel computing [?]. This has led to academic and...

[1] K. J. Hunt, R. Hass, and R. Murray-Smith, “Extending the functional equivalence of radial basis function networks and fuzzy inference systems,” IEEE Trans. Neural Networks, vol. 7, pp. 776–781, May 1996. [2] J.-S. R. Jang, C.-T. Sun, and E. Mizutani, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence, MATLAB Curriculum Series. Upper Saddle River, N...

In this tutorial paper we introduce different approaches to Markowitz portfolio optimization, and we show how to solve such problems in MATLAB, R and Python using the MOSEK optimization toolbox for MATLAB, the Rmosek package, and the MOSEK Python API, respectively. We first consider conic formulations of the basic portfolio selection problem, and we then discuss more advanced models for transac...

والهدف من هذا البحث هو الكشف عن حروف الجرّ التي يتعدّى بها الفعل في كتاب القراءة الوافية المقرّر للصّفّ السّادس والكشف معاني الأفعال المتعدّية بحروف فيه، ولتحقيق الهدف المرجوّ استخدم الباحثون المنهج المكتبيّ حيث قاموا بمطالعة الكتب مما يتعلّق بالأفعال المتعدّية. ولتحليل المسألة البحثية انتهجوا الوصفيّ التّحليليّ وتحليل المحتوى للحصول على النتائج الوثيقة. أمّا نتيجة فهي: أنّ الكتاب المذكور "على" وتتمثل 28 جملة ...

Electrocardiogram (ECG) is one of the most important parameters for heart activity monitoring. The main objective of digital signal processing of ECG signal is to deliver accurate, fast and reliable estimation of clinically important parameters such as the duration of the QRS complex, the R-R interval, the occurrence, amplitude and duration of the P, R, and T waves. In this paper, I have measur...

This paper introduces a Java R class library for fuzzy systems that can be used to build an Interval Type-2 Fuzzy Inference System. Architecture of the system is presented and object oriented design and modules are described. We use the Water Temperature and Flow Controller as a classic example to benchmark the inputs and outputs and to show how to use it on engineering. We compare the develope...

هصلاخلا ودلا ريدقتل هديدج هيفيط هقيرط ريوطت هساردلا هذه يف مت ملا يف نيماب ح تسملا و هيئاملا ليلا ح تارض هينلاديصلا . هدسكؤم ةدامك مويساتوبلا تادويرب اتيم دوجوب نيمرياتلا عم نيمابودلا لعافت ىلع هقيرطلا تدنتسا . تسيق يجوملا لوطلا دنع صاصتما ىصقا تطعاو ءاملا يف هبئاذلا هجتانلا هيوضعلا هغبصلا هيصاصتما 274 رتيمونان . تتاك هيطخلا نيبام 5.0 ىلا 45 مارغوركيام / لم , ناكف فشكلا دح اما 5.40 مارغو...

Virtual Reality Simulation plays important role in teleoperation of lunar rovers during exploration phase as well as in the design of rover and its systems, performance evaluation during R&D phase. Present simulation methods for lunar rovers have several drawbacks in terms of difficulty in simulating terrains, rover terrain interfaces, simulating dynamics of slip and slide to realize smooth mob...

Optunity is a free software package dedicated to hyperparameter optimization. It contains various types of solvers, ranging from undirected methods to direct search, particle swarm and evolutionary optimization. The design focuses on ease of use, flexibility, code clarity and interoperability with existing software in all machine learning environments. Optunity is written in Python and contains...

Data Scientists rely on vector-based scripting languages such as R, Python and MATLAB to perform ad-hoc data analysis on potentially large data sets. When facing large data sets, they are only efficient when data is processed using vectorized or bulk operations. At the same time, overwhelming volume and variety of data as well as parsing overhead suggests that the use of specialized analytical ...