Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Autonomous self-adaptive metaheuristic methods in dynamically changing environments

2012/07/B/ST6/01527

Keywords:

swarm optimization Monte Carlo methods multiagent systems knowledge transfer between tasks metaheuristic problems dynamic environments

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Warszawska, Wydział Matematyki i Nauk Informacyjnych

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Jacek Mańdziuk 

Number of co-investigators in the project: 5

Call: OPUS 4 - announced on 2012-09-15

Amount awarded: 398 560 PLN

Project start date (Y-m-d): 2013-07-02

Project end date (Y-m-d): 2017-03-01

Project duration:: 44 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Komputer typu laptop z trzyletnią gwarancją, 8-16 GB RAM, 500 GB HDD, zewnętrznym monitorem 23" i stacją dokującą (2 szt.) (21 000 PLN)
  2. Drukarka kolorowa laserowa (3 000 PLN)
  3. Stacja robocza (PC) z 16GB RAM i 2 x 1TB HDD (mirror) z 23" monitorem (2 szt.) (9 000 PLN)
  4. Komputer przenośny z trzyletnią gwarancją, procesorem Intel Core i5 / i7, 8GB RAM, dyskiem SSD min. 128GB, ekranem 12-14", dyskiem HDD min. 500GB, zewnętrznym monitorem 24" oraz zewnętrzną nagrywarką DVD.

Information in the final report

  • Publication in academic press/journals (11)
  • Articles in post-conference publications (12)
  • Book publications / chapters in book publications (1)
  1. The impact of particular components of the PSO-based algorithm solving the Dynamic Vehicle Routing Problem
    Authors:
    M. Okulewicz, J. Mańdziuk
    Academic press:
    Applied Soft Computing (rok: 2017, tom: 58, strony: 586-604), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2017.04.070 - link to the publication
  2. UCT in Capacitated Vehicle Routing Problem with traffic jams
    Authors:
    M. Świechowski, J. Mańdziuk
    Academic press:
    Information Sciences (rok: 2017, tom: 406-407, strony: 42-56), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2017.04.020 - link to the publication
  3. Recent Advances in General Game Playing
    Authors:
    M. Świechowski, H.-S. Park, J. Mańdziuk, K.-J. Kim
    Academic press:
    The Scientific World Journal (rok: 2015, tom: 2015, strony: 45313), Wydawca: Hindawi Publishing Corporation
    Status:
    Published
    DOI:
    10.1155/2015/986262 - link to the publication
  4. Specialization of a UCT-based General Game Playing Program to Single-Player Games
    Authors:
    M. Świechowski, J. Mańdziuk, Y-S. Ong
    Academic press:
    IEEE Transactions on Computational Intelligence and AI in Games (rok: 2016, tom: 8(3), strony: 218-228), Wydawca: IEEE Press
    Status:
    Published
    DOI:
    10.1109/TCIAIG.2015.2391232 - link to the publication
  5. A metaheuristic approach to solve Dynamic Vehicle Routing Problem in continuous search space
    Authors:
    M. Okulewicz, J. Mańdziuk
    Academic press:
    Swarm and Evolutionary Computation (rok: 2019, ), Wydawca: MIT Press
    Status:
    Submitted
    DOI:
    brak - link to the publication
  6. Fast Interpreter for Logical Reasoning in General Game Playing
    Authors:
    M. Świechowski, J. Mańdziuk
    Academic press:
    Journal of Logic and Computation (rok: 2014, tom: 2014, strony: 45322), Wydawca: Oxford University Press
    Status:
    Published
    DOI:
    10.1093/logcom/exu058 - link to the publication
  7. An Automatically-Generated Evaluation Function in General Game Playing
    Authors:
    K. Walędzik, J. Mańdziuk
    Academic press:
    IEEE Transactions on Computational Intelligence and AI in Games (rok: 2014, tom: 6(3), strony: 258-270), Wydawca: IEEE Press
    Status:
    Published
    DOI:
    10.1109/TCIAIG.2013.2286825 - link to the publication
  8. Human-Machine Cooperation Loop in Game Playing
    Authors:
    M. Świechowski, K. Merrick, J. Mańdziuk, H. Abbass
    Academic press:
    International Journal on Advances in Intelligent Systems (rok: 2015, tom: 8, strony: 310-323), Wydawca: IARIA
    Status:
    Published
    DOI:
    brak - link to the publication
  9. Self-Adaptation of Playing Strategies in General Game Playing
    Authors:
    M. Świechowski, J. Mańdziuk
    Academic press:
    IEEE Transactions on Computational Intelligence and AI in Games (rok: 2014, tom: 6(4), strony: 367-381), Wydawca: IEEE Press
    Status:
    Published
    DOI:
    10.1109/TCIAIG.2013.2275163 - link to the publication
  10. A Memetic Approach to Dynamic Vehicle Routing Problem
    Authors:
    J. Mańdziuk, A. Żychowski
    Academic press:
    Applied Soft Computing (rok: 2016, tom: 48, strony: 522-534), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2016.06.032 - link to the publication
  11. Applying Hybrid MCTS-based Methods to Risk-Aware Project Scheduling Problem
    Authors:
    K. Walędzik, J. Mańdziuk
    Academic press:
    Information Sciences (rok: 2018, tom: 460-461, strony: 450-468), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2017.08.049 - link to the publication
  1. A New Approach to Security Games
    Authors:
    J. Karwowski, J. Mańdziuk
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (ICAISC'2015) (rok: 2015, ), Wydawca: Springer Verlag
    Data:
    konferencja 14-18 czerwca
    Status:
    Published
  2. Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal
    Authors:
    J. Karwowski, M. Okulewicz, J. Legierski
    Conference:
    Engineering Applications of Neural Networks (EANN'2013) (rok: 2013, ), Wydawca: Springer-Verlag
    Data:
    konferencja 13-16/09/2013
    Status:
    Published
  3. Dynamic Vehicle Routing Problem: A Monte Carlo Approach
    Authors:
    M. Okulewicz, J. Mańdziuk
    Conference:
    2nd International Conference on Information Technologies: Research and Their Interdisciplinary Applications (ITRIA'2015) (rok: 2015, ), Wydawca: IPI PAN
    Data:
    konferencja 22-24 października
    Status:
    Published
  4. Proactive and Reactive Risk-Aware Project Scheduling
    Authors:
    K. Walędzik, J. Mańdziuk, S. Zadrożny
    Conference:
    2nd IEEE Symposium on Computational Intelligence for Human-Like Intelligence (CIHLI'2014) (rok: 2014, ), Wydawca: IEEE Press
    Data:
    konferencja 9-12/12/2014
    Status:
    Published
  5. Prolog versus specialized logic inference engine in General Game Playing
    Authors:
    M. Świechowski, J. Mańdziuk
    Conference:
    Computational Intelligence in Games (CIG'2014) (rok: 2014, ), Wydawca: IEEE Press
    Data:
    konferencja 26-29/08/2014
    Status:
    Published
  6. A Particle Swarm Optimization hyper-heuristic for the Dynamic Vehicle Routing Problem
    Authors:
    M. Okulewicz, J. Mańdziuk
    Conference:
    The 7th International Conference on Bioinspired Optimization Methods and their Applications (BIOMA'2016) (rok: 2016, ), Wydawca: Jozef Stefan Institute, Ljubljana, Slovenia
    Data:
    konferencja maj
    Status:
    Published
  7. Specialized vs. Multi-Game Approaches to AI in Games
    Authors:
    M. Świechowski, J. Mańdziuk
    Conference:
    7th International Conference on Intelligent Systems (IS'2014) (rok: 2014, ), Wydawca: Springer-Verlag
    Data:
    konferencja 24-26/09/2014
    Status:
    Published
  8. Risk-Aware Project Scheduling for Projects with Varied Risk Levels
    Authors:
    K. Walędzik, J. Mańdziuk, S. Zadrożny
    Conference:
    3rd IEEE Symposium on Computational Intelligence for Human-Like Intelligence (CIHLI'2015) (rok: 2015, ), Wydawca: IEEE Press
    Data:
    konferencja 8-10 grudnia
    Status:
    Published
  9. Human-Machine Cooperation in General Game Playing
    Authors:
    M. Świechowski, K. Merrick, J. Mańdziuk, H. Abbass
    Conference:
    The Eight International Conference on Advances in Human-Computer Interactions (ACHI'2015), (rok: 2015, ), Wydawca: IARIA
    Data:
    konferencja 22-27 lutego
    Status:
    Published
  10. Simulation-based approach to Vehicle Routing Problem with Traffic Jams
    Authors:
    J. Mańdzik, M. Świechowski
    Conference:
    4th IEEE Symposim on Computational Intelligence for Human-like Intelligence (CIHLI'2016) (rok: 2016, ), Wydawca: IEEE Press
    Data:
    konferencja grudzień
    Status:
    Published
  11. Two-Phase Multi-Swarm PSO and the Dynamic Vehicle Rouring Problem
    Authors:
    M. Okulewicz, J. Mańdziuk
    Conference:
    2nd IEEE Symposium on Computational Intelligence for Human-Like Intelligence (CIHLI'2014) (rok: 2014, ), Wydawca: IEEE Press
    Data:
    konferencja 9-12/12/2014
    Status:
    Published
  12. UCT-based approach to Capacitated Vehicle Routing Problem
    Authors:
    J. Mańdziuk, C. Nejman
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (ICAISC'2015) (rok: 2015, ), Wydawca: Springer Verlag
    Data:
    konferencja 14-18 czerwca
    Status:
    Published
  1. A Hybrid Approach to Parallelization of Monte Carlo Tree Search in General Game Playing
    Authors:
    M. Świechowski, J. Mańdziuk
    Book:
    Challenging Problems and Solutions in Intelligent Systems (rok: 2016, tom: 634, strony: 199-215), Wydawca: Springer-Verlag
    Status:
    Published

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