Dr. Raheleh Khanduzi

Applied Mathematics - Operations Research (Optimization)

Dr. Raheleh Khanduzi

Applied Mathematics - Operations Research (Optimization)

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Biography

B.Sc. in Mathematics, Shahrood University of Technology, Shahrood, Iran

M.Sc. in Applied Mathematics (Operations Research), Khaje Nasir Toosi University of Technology, Tehran, Iran

Ph.D. in Applied Mathematics (Operations Research), Shiraz University of Technology, Shiraz, Iran

 

Scientific IDs:

 ResearchGate

 Google Scholar

 

Contact: 

     khanduzi@gonbad.ac.ir

     raheleh.khanduzi@gmail.com     

       Department of mathematics and statistics, Faculty of basic sciences and engineering,

Gonbad Kavous University, Gonbad Kavous, Golestan, Iran, P. O. Box 49717-99151

Reasearch Areas

Linear and Nonlinear Optimization

Convex Optimization

Artificial Intelligence

Neural Networks

Fuzzy system

Soft Computing

Metaheuristics Algorithms

Combinatorial Optimization

Network Optimization

Mathematical Modelling

Facility Location Problem

Resource allocation

Service industry

System protection

Multiobjective optimization

Optimal Control

 

Journal Papers

1. A Hybrid Model based on Neural Network and Hybrid Genetic Algorithm for Automotive Price Forecasting, Joint work with M. Reza Peyghami, International Journal of Applied Mathematics and Computation, 3(3): 158-168, 2011.

2. Predictability and forecasting automotive price based on a hybrid train algorithm of MLP neural network, Joint work with M. Reza Peyghami, Neural Computing and Applications, 21(1): 125-132, 2012. Impact Factor : 4.664, ISI, Q1

3. Novel MLP neural network with hybrid tabu search, Joint work with M. Reza Peyghami, Neural Network World, 23 (3): 255-270, 2013. Impact Factor : 0.957, ISI, Q4

4. Solving Continuous Single-objective Defensive Location Problem based on Hybrid Directed Tabu Search Algorithm, Joint work with M. Reza Peyghami and H. Reza Maleki, International Journal of Advanced Manufacturing Technology, 76(1-4): 295-310, 2015. Impact Factor : 2.496, ISI, Q2

5. Fuzzy interdiction / fortification location problems on p-median systems, Joint work with H. Reza Maleki, Journal of Intelligent & Fuzzy Systems, 30 (3) 1283–1292, 2016. Impact Factor : 1.637, ISI, Q3

6. A novel hybrid algorithm for solving continuous single-objective defensive location problem, Joint work with H. Reza Maleki and R. Akbari, Neural Computing and Applications, 28 (11), 3323-3340, 2017. Impact Factor : 4.664, ISI, Q1

7. A directed tabu search method for solving controlled Volterra integral equations, Joint work with A. Ebrahimzadeh, Mathematical Sciences, 10 (3), 115-122, 2016, Impact Factor: 0.208, ISC, Q1

8. Data envelopment analysis and interdiction median problem with fortification for enabling IoT technologies to relieve potential attacks, Joint work with M. Reza Peyghami and A. Kumar Sangaiah, Future Generation Computer Systems, 79(3): 928-940, 2018. Impact Factor : 5.768, ISI, Q1

9. A modified teaching learning based optimization for optimal control of Volterra integral systems, Joint work with A. Ebrahimzadeh and M. Reza Peyghami, Soft Computing,  22(17): 5889-5899, 2018. Impact Factor : 2.784, ISI, Q2

10. A novel bilevel model and solution algorithms for multi-period interdiction problem with fortification, Joint work with H. Reza Maleki, Applied Intelligence, 48(9): 2770-2791, 2018, Impact Factor : 2.882, ISI, Q2

11. Two novel combined approaches based on TLBO and PSO for a partial interdiction/fortification problem using capacitated facilities and budget constraint, Joint work with H. Reza Maleki and R. Akbari, Soft Computing, 22(17): 5901-5919, 2018. Impact Factor : 2.784, ISI, Q2

12. A fast genetic algorithm for a critical protection problem in biomedical supply chain networks, Joint work with A. Kumar Sangaiah, Accepted for publication in Applied Soft Computing, 2018. Impact Factor : 4.873, ISI, Q1

13.Tabu search based on exact approach for protecting hubs against jamming attacks. Joint work with Arun Kumar Sangaiah, Accepted for publication in Computers & Electrical Engineering, 2019. Impact Factor: 2.189 , ISI, Q2

14. Optimal control of fractional integro-differential systems based on a spectral method and grey wolf optimizer. Joint work with Asyieh Ebrahimzadeh and Samaneh Panjeh Ali Beik, Accepted for publication in An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 2020, Scopus

Submitted Paper

1. A hybrid algorithm to hub fortification problem

2. Optimal control of virus spread over a computer network. Joint work with Asyieh Ebrahimzadeh and Mehdi Shahini

3. A fast hybrid approach to a hierarchical bilevel protection-interdiction problem: A case study on the health care network of Golestan province, Iran. Joint work with Abdolmotalleb Rastegar

4. Location/fortification of hierarchical facilities under destruction conditions using genetic algorithm

5. Research on nature-inspired metaheuristics for optimal control of fractional differential equation, Joint work with Asyieh Ebrahimzadeh and Samaneh Panjeh Ali Beik

Working Paper

1. Locating and protecting hubs under disruption risk for high reliability. Joint work with Arun Kumar Sangaiah

2. Optimal control of information spread for Mobile social users. Joint work with Asyieh Ebrahimzadeh and Mehdi Shahini

 

Activities for Scientific Journals :

1. Reviewer for IEEE Internet of Things Journal

2. Reviewer for IEEE Communications Magazine

3. Reviewer for Cluster computing

4. Reviewer for Mathematical sciences

5. Reviewer for Journal of AI and Data Mining

6. Reviewer for Personal and Ubiquitous Computing

7. Reviewer for Journal of Decisions and Operations Research

8. Reviewer for Applied Soft Computing

9. Reviewer for Transactions of the Institute of Measurement and Control

10. Reviewer for IEEE Access

11. Reviewer for Soft Computing

 

 

Conference Papers

1. Automotive price predictability survey and forecasting using Neural Network Non linear Model, 40th Annual Iranian Mathematics Conference, Sharif University of Technology, Tehran, Iran, September 2009

2. Hybrid Tabu Search Algorithm for solving a nonlinear optimization problem, 3rd International Conference of Iranian Operations Research Society, AmirKabir University of Technology, Tehran, Iran, 2010

3. A Hybrid Metaheuristic Algorithm for Solving Continuous Defensive Location Problem. 4th International Conference of Iranian Operations Research Society, Guilan University, Guilan, Iran, 2011

4. A New bi-objective Linear Model for Defensive Maximal Covering Problem on a Network. 2nd International Conference of Nonlinear Modeling & Optimization, Shomal Conference, Iran, 2012.

5. Modeling r-interdiction median problem with fortification in a fuzzy environment. 4th Iranian Joint Congress on Fuzzy and Intelligent Systems, Iran, 2015.

6. Presenting a new model for the optimization of the automotive industry supply chain with regard to budget constraint and sales price (In persian), First National Congress on Mathematics & Statistics, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran, 2018

 

Activities for Scientific Conferences:

1. Review committee member: 9th International Conference of Iranian Operations Research Society, Shiraz University of Technology, Shiraz, Iran, 2016

2. Review committee member: Second National & First International Conference on Soft Computing, University of Guilan, Guilan, Iran, 2017

3. Executive and review committee member: First National Congress on Mathematics & Statistics, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran, 2018

 

 

 

 

Research Projects

1. Research Grant, Iran Khodro Company, Tehran, Iran

Cooperators: Mohammad Reza Peyghami and Mohammad Reza Nazabadi

Project executor with title “Automotive Sales Price Forecasting at Iran Khodro Company Using Data Mining and Neural Networks” which was done for Iran Khodro Company.

2. Research Grant, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran

Cooperator: Arun Kumar Sangaiah

Project executor with title “Protection strategies of supply chain and hub networks under deliberate disruption”

3. Research Grant, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran - Golestan University, Gorgan, Golestan, Iran

Project executor with title “Design of hierarchical bilevel models under protection and interdiction operations for health care systems”

Cooperator: Abdolmotaleb Rastegar

4. Research Grant, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran- Regional Water Company of Golestan, Gorgan, Iran

Project executor with title “An optimal control approach for sediment management in the reservoirs of dams”

Cooperators: Asyieh Ebrahimzadeh-Zahra Ebrahimzadeh

 

Theses

M.Sc.

Thesis title: Automotive Sales Price Forecasting at Iran Khodro Company Using Data Mining and Neural Network

Thesis Supervisors: Dr.  M. Reza Peyghami & Dr. M. Hashemi Parast

Thesis Advisor: Dr. F. Ghoreishi

Ph.D.

Thesis title: Vulnerability Analysis of a Network Against Attacks and Dangers by Defensive Location and Interdiction/Fortification Models

Thesis Supervisor: Dr .H. Reza Maleki

Thesis Advisor: Dr. R. Akbari

Publications

Book and Book Chapter

Book Chapter:

1. Designing a  cooperative hierarchical  model  of  interdiction median problem with protection and its solution approach-A case study of health care network, Joint work with Abdolmotalleb Rastegar

Honours

Ranking number two among classmates, Faculty of Mathematics, Shahrood University of Technology, Iran

Ranking number one among classmates, Faculty of Mathematics, Khaje Nasir Toosi University of Technology, Tehran, Iran

Partaking in 30th and 31th Iran Mathematics Competitions

Weekly Schedule

Weekly Schedule : Second Semester 2020

 

 

3:00pm-5:00pm

1:00pm-3:00pm

12:00pm-1:00pm

10:00am-12:00pm

8:00am-10:00am

Time

 

Day

Student Referral

Student Referral

Pray and Lunch

Mathematics and its Application to Management

Mathematics and its Application to Management

Saturday

Study and Research

University Meetings

Pray and Lunch

Study and Research

Study and Research

Sunday

Student Referral

Student Referral

Pray and Lunch

Operations Research 2

Operations Research 2

Monday

Study and Research

Study and Research

Pray and Lunch

Study and Research

Study and Research

Tuesday

Study and Research

Study and Research

Pray and Lunch

Study and Research

Meetings organized by the Department of Mathematics and Statistics

Wednesday

 

 

Courses Taught

Operations Research I, II, III

Operational Research I, II

Linear Optimization

Nonlinear Optimization

Discrete Mathematics

General Mathematics I,II,III

Basic Mathematics

Introductory Mathematics

Mathematics and its Application to Management I, II

Engineering Statistics and Probability

Lecture Notes