Some Novel Algorithms for Global Optimization and Relevant Subjects
View Published Articles →01About This Special Issue
We always try our best to create best results but how we can do so? Mathematical optimization is a good answer for above question if our problems can be modeled by mathematical model. The common model is analytic function and it is very easy for us to know that optimization becomes finding out extreme points of such function. The issue focuses on global optimization which means that how to find out the global peak over the whole function. It is very interesting problem because there are two realistic cases as follows:1. We want to get the best solution and there is no one better than this solution.
2. Given a good solution, we want to get another better solution.
However, global optimization is also complicated because it is relevant to other mathematical subject such as solution existence and approximation. The issue also mentions these subjects. Your attention please, the issue focuses on algorithms and applied methods to solve problem of global optimization. Thus, theoretical aspects relevant to functional analysis are mentioned very little.
Aims and Scope:
1. Global optimization (main subject)
2. Finding out solution of equations (optional)
3. Approximation (optional)
02Meet the Guest Editors
Our distinguished editors bring deep subject-matter expertise to curate high-quality research and ensure a rigorous peer-review process.
Lead Guest Editor
Loc Nguyen
International Engineering and Technology Institute (IETI), Long Xuyen, Vietnam
Guest Editor
Wen Zhang
Department of Genomics, Icahn School of Medicine at Mount Sinai, New York, United States
Guest Editor
Aydin Azizi
Department of engineering, German University of Technology, Muscat, Oman
Guest Editor
Hamid Yilmaz
Department of Industrial Engineering, Bayburt University, Bayburt, Turkey
Guest Editor
Murat Dener
Department of Computer Engineering, Gazi University, Ankara, Turkey
Guest Editor
Mustafa Dursun
Department of Electrical and Electronics Engineering, Duzce University, Duzce, Turkey
Guest Editor
Guangbao Guo
Department of Statistics, Shandong University of Technology, Zibo, China
Guest Editor
Qingyuan Li
Key Laboratory of Geo-Informatics, Chinese Academy of Surveying and Mapping, Beijing, China
Guest Editor
Jianqiang Gao
College of Computer and Information, Hohai University, Nanjing, China
Guest Editor
Seyed Hamidreza Aghay Kaboli
Power Energy Dedicated Advanced Centre (UMPEDAC), University Malaya (UM), Kuala Lumpur, Malaysia
Guest Editor
Ozan Artun
Department of Physics, Bulent Ecevit University, Zonguldak, Turkey
Guest Editor
Bin Guo
College of Computer and Information Engineering, Xinjiang Agricultral University, Urumqi, China
Guest Editor
Mohd Zuki Salleh
Program of Science (Mathematics), Faculty of Industrial Science & Technology, Universiti Malaysia Pahang, Kuantan, Malaysia
Guest Editor
Feng Xue
National Key Laboratory of Science and Technology on Test Physics and Numerical Mathematics, Beijing, China
Guest Editor
Kiss Imre
Department of Engineering and Management, Politehnica University of Timisoara, Timisoara, Romania
ORCID
Guest Editor
Izzat Qaralleh
Department of Mathematics, Tafila Technical University, Tafila, Jordan
Guest Editor
Mohamed Arezki MELLAL
Faculty of Engineering Sciences (FSI), M'Hamed Bougara University, Boumerdes, Algeria
Guest Editor
Loc Nguyen
Sunflower Soft Company, Ho Chi Minh city , Vietnam
Guest Editor
Partha Sarathi Chakraborty
Department of Computer Science and Engineering, SRM University (Sri Ramaswamy Memorial University), Modinagar, India
Guest Editor
Bal Krishna Saraswat
Department of Computer Science and Engineering, SRM University (Sri Ramaswamy Memorial University), NCR Campus, Ghaziabad, India
Guest Editor
Harish Garg
School of Mathematics, Thapar Institute of Engineering and Technology, Patiala, India
Guest Editor
Mahmoud K. Okasha
Department of Statistics, Al Azhar University of Gaza, Gaza, Palestine
Guest Editor
Dr. Deepshikha Bhargava
Amity Institute of Information Technology, Amity University Rajasthan, Jaipur, India
Guest Editor
Ayushi Jaiswal
Department of Electronics & Comm Engg, Jabalpur, India
Guest Editor
Khalid Aboodh
Department of Mathematics, Omdurman Islamic University, Khartoum, Sudan
Guest Editor
Akshara Makrariya
Department of Applied Mathematics, Sagar Institute of Research and Technology Excellence, Bhopal, India
Guest Editor
Kirtiwant Ghadle
Department of Mathematics, Dr. Babasaheb Ambaeedkar Marathwada University, Aurangabad, India
Guest Editor
Sihem Ben Zakour
Department of Statistic, Tunis University, Tunis, Tunisia
Guest Editor
Vijayasekhar Jaliparthi
Department of Engineering Mathematics, GITAM University, Hyderabad, India
Guest Editor
Ansari Saleh Ahmar
Statistics Department, Universitas Negeri Makassar, Makassar, Indonesia
Guest Editor
Kavitha Rajamani
Department of Computer Application, Bangalore, India
Guest Editor
Tanveer Tarray
Department Of Computer Science and Engineering, Islamic University Of Science and Technology, Srinagar, India
Guest Editor
Jalal Laassiri
Informatics Department, Faculty of Sciences, Ibntofail University, Kenitra, Morocco
Guest Editor
Mahendra Kumar
Department of Electronics Engineering, Rajasthan Technical University, Kota, India
Guest Editor
Jalal laassiri
Informatics Department, Faculty of Sciences, Ibntofail University, Kenitra, Morocco
Guest Editor
Peter Juma Ochieng
Department of Computer Science, Bogor Agricultural University, Bogor, Indonesia
Guest Editor
Deepak Kumar
Department of Electrical, Gautam Buddha University, grater noida, India
Guest Editor
Santosh Kumar Suman
Department of Electrical Engineering, Rajkiya Engineering College, Kannauj, India
Guest Editor
Dickson Kinyua
Department of Mathematics, Moi University, Eldoret, Kenya
Guest Editor
Behnam Razzaghmaneshi
Department of Mathematics, Islamic Azad University of Talesh, Talesh, Iran
Guest Editor
Elham Sharifi Rasouli
Department of Mathematics, Birjand university, Tabriz, Iran
Guest Editor
Hasan Barzegar
Department of Mathematics, Tafresh University, Tafresh, Iran
Guest Editor
Reza Behmanesh
Department of Industrial Engineering, Science and Research Branch, Islamic Azad University, Isfahan, Iran
03Published Articles
The following articles have been published in this special issue.
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Global Optimization with Descending Region Algorithm
Issue: Volume 6, Issue 4-1, July 2017Pages: 72-82Received: 8 April 2017Accepted: 10 April 2017Published: 9 June 2017DOI: 10.11648/j.acm.s.2017060401.17Downloads:Views:Abstract: Global optimization is necessary in some cases when we want to achieve the best solution or we require a new solution which is better the old one. However global optimization is a hazard problem. Gradient descent method is a well-known technique to find out local optimizer whereas approximation solution approach aims to simplify how to solve the gl... Show More -
Issue: Volume 6, Issue 4-1, July 2017Pages: 64-71Received: 19 December 2016Accepted: 9 January 2017Published: 6 February 2017DOI: 10.11648/j.acm.s.2017060401.16Downloads:Views:Abstract: Background: Few studies have used online patient feedback from smartphones for computer adaptive testing (CAT). Objective: We developed a mobile online CAT survey procedure and evaluated whether it was more precise and efficient than traditional non-adaptive testing (NAT) when gathering patient feedback about their perceptions of interaction with a... Show More
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Issue: Volume 6, Issue 4-1, July 2017Pages: 55-63Received: 20 December 2016Accepted: 9 January 2017Published: 24 January 2017DOI: 10.11648/j.acm.s.2017060401.15Downloads:Views:Abstract: Background: Many researches aim to determine key factors affecting their concerns of interest using traditional statistical techniques, such as logistical or linear regressions. Social network analysis (SNA) is a newly novel way determining key roles through the use of network and graph theories recently. An example of commonly visualized through S... Show More
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Issue: Volume 6, Issue 4-1, July 2017Pages: 48-54Received: 16 August 2016Accepted: 12 September 2016Published: 8 December 2016DOI: 10.11648/j.acm.s.2017060401.14Downloads:Views:Abstract: This paper presents a survey of Singular Perturbations Approximation (SPA) method and meta-heuristic techniques for order reduction of linear systems in discrete case. A comparison of intelligent techniques to determine the reduced order model of higher order linear systems is presented. Two approaches are considered: Particle Swarm Optimization (P... Show More
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Tutorial on Support Vector Machine
Issue: Volume 6, Issue 4-1, July 2017Pages: 1-15Received: 7 September 2015Accepted: 8 September 2015Published: 17 June 2016DOI: 10.11648/j.acm.s.2017060401.11Downloads:Views:Abstract: Support vector machine is a powerful machine learning method in data classification. Using it for applied researches is easy but comprehending it for further development requires a lot of efforts. This report is a tutorial on support vector machine with full of mathematical proofs and example, which help researchers to understand it by the fastest ... Show More -
Tutorial on Hidden Markov Model
Issue: Volume 6, Issue 4-1, July 2017Pages: 16-38Received: 11 September 2015Accepted: 13 September 2015Published: 17 June 2016DOI: 10.11648/j.acm.s.2017060401.12Downloads:Views:Abstract: Hidden Markov model (HMM) is a powerful mathematical tool for prediction and recognition. Many computer software products implement HMM and hide its complexity, which assist scientists to use HMM for applied researches. However comprehending HMM in order to take advantages of its strong points requires a lot of efforts. This report is a tutorial on... Show More -
Longest-path Algorithm to Solve Uncovering Problem of Hidden Markov Model
Issue: Volume 6, Issue 4-1, July 2017Pages: 39-47Received: 12 March 2016Accepted: 14 March 2016Published: 17 June 2016DOI: 10.11648/j.acm.s.2017060401.13Downloads:Views:Abstract: Uncovering problem is one of three main problems of hidden Markov model (HMM), which aims to find out optimal state sequence that is most likely to produce a given observation sequence. Although Viterbi is the best algorithm to solve uncovering problem, I introduce a new viewpoint of how to solve HMM uncovering problem. The proposed algorithm is ca... Show More
