Faculty of IT, Computational Mathematics: Recent submissions

  • Mathematical modelling of hidden layer architecture in artificial neural networks 
    Wagarachchi NM [Thesis-Full-text]
    The performance of an Artificial Neural Network (ANN) strongly depends on its hidden layer architecture. The generated solution by an ANN does not guarantee that it has always been devised with the simplest neural network ...
  • Exploiting bulk agent approach for confliet resolution in multy agent systems 
    Gunathilaka, HDPM [Thesis-Abstract]
    Multi Agent Conflicts are costly but inevitable when autonomous agents operating in Single Multi Agent System to achieve their own goals. However in some circumstances, certain conflicts could not be resolved or remain ...
  • Human behaviour modelling for gaming using agent technology 
    Andradi, DMAMDSL [Thesis-Abstract]
    The incorporation of real human behaviour for non-player characters (NPCs) in games is a significant research challenge. The nature of events and actions within a game scenario is associated with temporal and spatial ...
  • Real time intelligent traffic control optimization 
    Withanawasam, JC [Thesis-Full-text]
    Transportation has been a crucial aspect of human life for decades. Road traffic congestion is a critical socio-economic issue as it causes high fuel consumption, waste of time, increased environmental pollution, frustration ...
  • Attention monitoring with electroencephalography and artificial neural network 
    Senarathne, UAC [Thesis-Full-text]
    It’s a well-known fact that people lose attention without notice in many instances. Learning is one of them. If we remain attentive in whole leaning process, it will certainly improve our learning efficacy. If there is any ...
  • Software framework for multi agent system development in embedded systems 
    De Silva, GWSSK [Thesis-Full-text]
    Multi agent systems and embedded systems both are consider as major fields in the recent research history. Both have shown the potential of developing intelligence solutions to the modern world needs. Several standards ...
  • Swarm intelligence based solution for navigation of unmanned ground vehicles 
    Jayasooriya, API [Thesis-Full-text]
    There are many circumstances where involvement of a human driver to control vehicles is not feasible. The best examples for the above mentioned scenarios are the applications based on Astrology. As a solution to this ...
  • Brian Computer Interfacing for Game Controlling 
    Thomas, TID [Thesis-Full-text]
    The way human interacts with electronic games has changed in a dramatic manner in the past decade. Many individuals utilize mouse, keyboards, joysticks and even motion sensors in order to provide input commands to various ...
  • Collaborative supply chain management using multi-agent approach 
    Perera, LCM [Thesis-Full-text]
    Supply chain management (SCM) manifests an inherently complex system. It involves a large number of distributed and interconnected entities which are far from the sequential execution while facing so much of uncertainty ...
  • Molecular docking using multi-agent technology 
    Fernando, MHR [Thesis-Full-text]
    Traditional computer-based simulators for manual molecular docking for rational drug discovery have been very time consuming and a tedious task. It is evident from the literature that such computer-based solutions have ...
  • Agent-based solution for improving abstracts 
    Adhikari, AMTB [Thesis-Full-text]
    Writing abstracts in a comprehensive and meaningful manner is a challenge for any researcher. However an abstract includes limited set of verbs and standard phrases and other good practices of structuring the contents. A ...
  • Ontological solution for Sri Lankan legal system 
    Asanka, PPGD [Thesis-Full-text]
    Body of knowledge in legal domain is complex, unstructured, interconnected in many ways and constantly being updated. This has resulted in hindering general public to access the legal domain, and creating gap between society ...
  • Modeling navigation of Agents using Reinforcement Learning 
    Wijerathna, L [Thesis-Abstract]
    This thesis addresses the issue of modeling the agent navigation in a benign environment by using reinforcement learning. With the use of reinforcement learning the learning agent is created who does not have any idea about ...
  • Multi Agent System for Ride Sharing and Carpooling 
    Sirisena, PKHA [Thesis-Full-text]
    This thesis describes the research done to implement a ridesharing solution in Sri Lanka using a multi-agent system based approach. Particularly this research focuses on implementing a carpooling/ridesharing solution using ...
  • Distributed Artificial Neural Network Training With Multi-Agent Technology 
    Nandasena, GEC [Thesis-Abstract]
    With the growth of e-commerce, the size of available data has grown to an incalculable level. It has been an excellent opportunity for companies to leverage those data to derive intelligent information. However, limiting ...
  • A Multi-Agent Based Solution for Dynamic Tour Recommendation 
    Kalpanie, MKM [Thesis-Full-text]
    Tour recommendation and planning has become a complex and challenging task in the modern world. Even though there is wide-variety of existing sources that provide tour recommendations for tourists based on their preferences, ...
  • Automating e-Channelling in Mobile Platform using Multi-Agent Technology 
    Chandrapala, HM [Thesis-Abstract]
    All human beings wish to lead a healthy life irrespectively of their race, religion, age or social status. Accordingly they temp to seek medical advice or treatment for immediate relief when they feel or sense that they ...
  • A Fuzzy based mathematical model to motion detection with monocular vision 
    Pathirana, KPPS [Thesis-Abstract]
    Vision based decision making and obstacle avoidance of a mobile robot are the most attracted areas of the domains of Computer Vision and Robotics respectively. The link between them is, Computer Vision, more specifically ...
  • Agent Based Dynamic Partitional Clustering 
    Dehideniya, DMMB [Thesis-Abstract]
    Most of the well established clustering algorithms assume that the underlying clustering structure of data set does not change over time. Hence, those algorithms fail to identify underlying cluster structures in currently ...
  • Agent based dynamic geographical map navigation system using A* algorithm 
    Weerasinghe, VWARK [Thesis-Abstract]
    Navigation is becoming rapidly popular in the society with technological enhancement of the world. In many mobile phones, tab pcs, vehicles and so many devices include navigation systems as a default feature. Further, ...