دکتر راحله خاندوزی

دكتري

رياضي كاربردي(تحقيق درعمليات)

دانشگاه محل تحصيل: دانشگاه صنعتی شیراز

كارشناسي ارشد

رياضي كاربردي(تحقيق درعمليات)

دانشگاه محل تحصيل: دانشگاه صنعتی خواجه نصیرالدین طوسی تهران

کارشناسی

رياضي محض

دانشگاه محل تحصيل: دانشگاه صنعتی شاهرود

شناسه های علمی:

 ResearchGate

 Google Scholar

ORCID

تماس :

     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

• بهينه سازي خطي و غيرخطي
• بهينه سازي محدب
• شبكه هاي عصبي
• داده کاوی
• محاسبات نرم
• الگوريتم هاي فراابتکاری
• بهينه سازي تركيبياتی
• بهينه سازي شبكه
• مکان یابی
• تخصیص منابع
• صنایع سرویس دهی
• حفاظت سیستم
• مدل سازي رياضي
• برنامه ریزی چندهدفه
• برنامه ریزی فازی
• کنترل بهینه

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

15. Bi-level mathematical modeling of the location and fortification problem of hierarchical facilities with capacity and budget constraints under destruction conditions and solving it with genetic algorithm (In Persian). Accepted for publication in Modern Researches in Decision Making, 2020, Journal of Scientific and Research, ISC

16. Modeling a multi-objective defensive location problem with manufacturing cost and capacity and solving by an efficient cuckoo search algorithm (In Persian), Joint work with Hamid Reza Maleki , Accepted for publication in Journal of Operational Research In Its Applications, 2020, Journal of Scientific and Research, ISC

17. A spectral collocation method for computer virus spread case of delayed optimal control problem, Joint work with Mehdi Shahini and Asyieh Ebrahimzadeh, Accepted for publication in Bulletin of the Iranian Mathematical Society, 2021, Impact Factor:0.766, Q3, ISI

18. A new method for solving military equipment location problem to protect strategic sites using teaching learning based optimization, Accepted for publication in Journal of wargaming, 2021

19. Research on a collocation approach and three metaheuristic techniques based on MVO, MFO and WOA for optimal control of fractional differential equation, Joint work with Asyieh Ebrahimzadeh, Samaneh Panjeh Ali Beik and Dumitru Baleanu, Accepted for publication in Journal of Vibration and Control, 2021, Impact Factor:3.095, Q1, ISI

20. An efficient and robust hybrid metaheuristic method to solve a hierarchical bi-level protection-interdiction problem on real healthcare system, Joint work with Abdolmotalleb Rastegar, Accepted for publication in Transactions on Emerging Telecommunications Technologies, 2021, Impact Factor:3.310, Q2, ISI

21. Tabu search with simulated annealing for solving a location-protection-disruption in hub network, Joint work with Arun Kumar Sangaiah, Accepted for publication in Applied Soft Computing, 2021, Impact Factor: 8.263, Q1, ISI

22. Developing a Stackelberg security game for circular supply chain network, Accepted for publication in Environment, Development and Sustainability, 2022, Impact Factor: 4.08, Q2, ISI

23. An efficient recurrent neural network for defensive Stackelberg game. Joint work with Arun Kumar Sangaiah, Accepted for publication in Journal of Computational Science, 2023, Impact Factor: 3.817, Q1, ISI

24. Coupling Chebyshev collocation with TLBO to optimal control problem of reservoir sedimentation, A Case study on Golestan dam, Gonbad Kavous City, Iran. Joint work with Asyieh Ebrahimzadeh and Zahra Ebrahimzadeh, Accepted for publication in Mathematics Interdiciplinary Research, 2023, Journal of Scientific and Research, ISC

25. A combined Bernoulli Collocation method and Imperialist competitive algorithm for optimal control of sediment in the dam reservoirs. Joint work with Asyieh Ebrahimzadeh and Zahra Ebrahimzadeh, Accepted for publication in AUT Journal of Mathematics and Computing, 2023, Journal of Scientific and Research, ISC

26. A novel collocation method with a coronavirus optimization algorithm for the optimal control of COVID-19: A case study of Wuhan, China. Joint work with Amin Jajarmi, Asyieh Ebrahimzadeh and Mehdi Shahini, Accepted for publication in Computers in Biology and Medicine, 2024, Impact Factor: 7.7, Q1, ISI

27. Coronavirus Metamorphosis Optimization Algorithm and Collocation Method for Optimal Control Problem in COVID-19 Vaccination Model. Joint work with Amin Jajarmi, Asyieh Ebrahimzadeh, Accepted for publication in Optimal Control, Applications and Methods, 2024, Impact Factor: 2, Q1, ISI

28. A bilevel hierarchical covering model to protect a healthcare network against failures. Joint work with Ihsan Sadati, Vahid Akbari, Accepted for publication in Operational Research, 2024, Impact Factor: 2.3, Q2, ISI

29. Optimal control of water pollutant transmission‎ ‎ by utilizing a combined Jacobi collocation method and mountain gazelle algorithm. Joint work with Asyieh Ebrahimzadeh, Rasoul Mirabbasi, Elham Hashemized. Accepted for publication in Iranian Journal of Numerical Analysis and Optimization (IJNAO), 2024, Journal of Scientific and Research, ISC

30. Developing an imperialist competitive algorithm based on two improvement strategies in a hierarchical capacitated health network, Joint work with Ihsan Sadati, Accepted for publication in Neural Computing and Applications, 2024, Impact Factor: 4.5

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

12. Reviewer for Journal of civil engineering and management

13. Reviewer for Mathematical problems in engineering

14. Reviewer for Reliability Engineering and System Safety

15. Reviewer for Journal of Ambient Intelligence & Humanized Computing

16. Reviewer for International Journal of Cognitive Computing in Engineering

17. Reviewer for Journal of Vibration and Control

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

7. Proposed a hybrid metaheuristic algorithm for a interdiction median model in hierarchical facility location problem (In persian), Second National Congress on Mathematics & Statistics, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran, 2020

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

4. Review committee member: Second National Congress on Mathematics & Statistics, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran, 2020

5. Executive committe chairman: First National Conference on New Approaches of Management in Interdiciplinary Studies, Gonbad Kavous University, Gonbad Kavous, Golestan, Iran, 2020

1. مجري پروژه با عنوان پیش بینی قیمت فروش خودرو در شرکت ایران خودرو با استفاده از داده کاوی و شبکه عصبی

همکاران: محمدرضا پیغامی و محمدرضا نازآبادی

شركت ايران خودرو

2. مجري پروژه با عنوان استراتژی های حفاظتی شبکه های زنجیره تامین و هاب تحت تخریبات عمدی

همکار: آرون کومار

دانشگاه گنبد کاووس

3. مجري پروژه با عنوان طراحی مدل‌های دوسطحی سلسله مراتبی تحت عملیات حفاطتی و ممانعتی برای سیستم‌های خدمات درمانی

همکار: عبدالمطلب رستگار

دانشگاه گنبد کاووس - دانشگاه گلستان

4. مجري پروژه با عنوان یک رهیافت کنترل بهینه برای مدیریت رسوب در مخازن سدها

همکاران: آسیه ابراهیم زاده-زهرا ابراهیم زاده

دانشگاه گنبد کاووس -شرکت آب منطقه ای گلستان

5. همکار پروژه حل عددی مسئله کنترل بهینه انتشار اطلاعات برای کاربران شبکه های اجتماعی تلفن همراه

مجری: مهدی شاهینی

همکار: آسیه ابراهیم زاده

دانشگاه گنبد کاووس

6. مجري پروژه ملی با عنوان کاربرد مدل های ریاضی در مکان­یابی تسهیلات سلامت، مطالعه موردی: شبکه خدمات درمانی استان گلستان

همکاران: میراحسان حسام ساداتی

صندوق حمایت از پژوهشگران و فناوران کشور

دانشگاه گنبد کاووس -دانشگاه سابانجی

رساله دكتري

عنوان رساله: تحلیل آسیب پذیری یک شبکه در مقابل هجوم ها و خطرات با مدل های مکان یابی تدافعی و ممانعتی/استحکامی

استاد راهنما: دکتر حمیدرضا ملکی

استاد مشاور: دکتر رضا اکبری

پایان نامه كارشناسي ارشد

عنوان پايان نامه: پیش بینی قیمت فروش خودرو در شرکت ایران خودرو با استفاده از داده کاوی و شبکه عصبی

اساتيد راهنما: دکتر محمدرضا پیغامی و دکتر سید مقتدی هاشمی پرست

استاد مشاور: دکتر فریده قریشی

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, Accepted for publication in book "Intelligent IoT Systems in Personalized Health Care",  January 2021, Joint work with Abdolmotalleb Rastegar

كسب رتبه دوم در ميان دانشجويان هم ورودی رياضي محض دانشگاه صنعتي شاهرود

كسب رتبه اول در ميان دانشجويان هم ورودی رياضي كاربردي دانشگاه صنعتی خواجه نصیرالدین طوسی تهران

شركت در30امين و31امين دوره مسابقات رياضي كشوروكسب رتبه9ام و8ام در بين تيم هاي شركت كننده

برنامه هفتگی استاد- نیمسال اول سال تحصیلی 1404-1403

دانشجویان گرامی همچنین می توانند سوالات خود را به ایمیل raheleh.khanduzi@gmail.com ارسال و پاسخ دریافت نمایند.

تحقيق در عمليات1و2و3

پژوهش عملیاتی 1و2

بهینه سازی خطی

بهینه سازی غیر خطی

رياضيات گسسته

رياضي عمومي1و2و3

ریاضی مقدماتی

رياضيات پايه

ریاضیات و کاربرد آن در مدیریت 1و2

آمار و احتمالات مهندسی

نرم افزار های بهینه سازی

نرم افزار لیندو

راهنمای نرم افزار لیندو

راهنمای نرم افزار LINGO

Lingo Software

راهنمای نرم افزار GAMS

program(factory)

program(transport)

GAMS software