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  • CCS516 KECERDASAN KOMPUTAN (COMPUTATIONAL INTELLIGENCE)
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    Course Information, Reference & Course Plan
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    CCS516 Week 5 online class [14 Nov 2023]
    Main Reference book [only for this class purposes]
    Main Reference URL
    CCS516 Course Planner 2023_2024 [Ver 1]
    CCS516 Sem 1 2023-2024 CW marks/grades
    Assignments, Project & Tests
    Assignment 2 and Project Grouping
    Project
    Project Presentation Schedule [22 Jan 2024, 5:20 - 7:20 pm - Physical]
    Padlet to Upload Poster: Project Presentation
    Assignment 01 [v2]
    Assignment 2
    Week 1: Introduction to Computational Intelligence
    Padlet: Discussion Week 1
    01 Introduction to Computational Intelligence
    Genetic Algorithm Example
    What is Evolutionary Computation? | Cognizant
    Genetic Algorithms Explained By Example
    Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn
    An Introduction to Fuzzy Logic
    An Egg-Boiling Fuzzy Logic Robot
    Week 2/3: Evolutionary Computation
    Padlet: Discussion Week 2
    Evolutionary Computation - Part 1
    Class Activity - The 8-queens Problem
    Evolutionary Computation - Part 2
    Evolutionary Computation - Part 3
    Fitness-Proportionate Selection vs Rank Selection [Part 3]
    CCS 516 - Getting Started with Python (Installation and Tips)
    Lab: Solving n-queens Problem
    Week 2/3: Evolutionary Algorithm Variants
    Padlet: Discussion Week 3
    Evolutionary Algorithm Variants
    Class Activity - An Evolutionary Cycle by Hand
    Lab: Solving OneMax Problem Using GA
    Lab: Solving TSP Using GA
    Week 4: Evolutionary Algorithms as Problem Solvers
    Padlet: Discussion Week 4
    P Versus NP [15:32 min]
    Evolutionary Algorithms as Problem Solvers
    Week 4 & 5: Parameter Tuning and Control in Evolutionary Algorithms
    Padlet: Discussion Week 5
    CCS516 Week 5 online class [14 Nov 2023]
    CCS516 Week 5 online class [14 Nov 2023] Recording
    Parameter Tuning
    Parameter Control
    Karafotias, G., Hoogendoorn, M., & Eiben, Á. E. (2015). Parameter control in evolutionary algorithms: Trends and challenges. IEEE Transactions on Evolutionary Computation, 19(2), 167-187
    Eiben A.E., Smit S.K. (2011) Evolutionary Algorithm Parameters and Methods to Tune Them. In: Hamadi Y., Monfroy E., Saubion F. (eds) Autonomous Search. Springer, Berlin, Heidelberg
    Week 5: Swarm Intelligence
    [Article] An_Introduction_to_Ant_Colony_Optimization
    [Lecture] Ant Colony Optimization
    [Article] A Bee Colony Optimization Algorithm for Traveling Salesman Problem
    [Lecture] Bee Colony Optimization
    Ant Colony Optimization Demo
    Week 6: Multiobjective Evolutionary Algorithms & Hyper-heuristics
    CCS516 Week 6 online class [21 Nov 2023]
    Padlet: Discussion Week 6
    Multi-objective Evolutionary Algorithms
    Hyper-heuristis
    Z3 Recent Advances in Selection Hyper-heuristics
    Week 7 [Test 1 and lab]
    HeuristicLab
    Test 1
    Week 9: Fuzzy Sets
    Fuzzy Sets
    What is Fuzzy Set?
    Introduction to Fuzzy Sets (Lab)
    Padlet Discussion on Fuzzy Sets
    Week 10: Fuzzy Relations and Fuzzy Logic Inference
    Fuzzy Relations and Fuzzy Logic Inference
    Example of FLS Application (Heart Disease Diagnosis)
    Fuzzy Logic Example (MATLAB)
    Recording Lecture (18 December 2023) - Fuzzy Relations and Fuzzy Logic Inference
    Week 11: Artificial Neural Networks
    Artificial Neural Networks
    Recording Lecture - 25 December 2023 (ANN)
    Introduction to Artificial Neural Networks
    Artificial Neural Network Applications
    Artificial Neural Networks Python
    Week 12: Neural Networks Learning Rules
    Neural Networks Learning Rules
    Neural Networks Learning Rules 1
    Neural Networks Learning Rules 2
    Recording Lecture (2 January 2024) - Neural Networks Learning Rules
    Week 13: Deep Learning
    Deep Learning
    What is Convulational Neural Network (CNN)?
    What is Recurrent Neural Network (RNN)?
    CNN Tutorial
    RNN Tutorial
    Week 14: Hybrid Intelligent Systems
    Hybrid Intelligent Systems
    Neuro Fuzzy System
    Sample of Evolutionary Neural Network
    Hybrid Intelligent System Discussion
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  1. APPLIED SCIENCES
  2. SCHOOL OF COMPUTER SCIENCES
  3. Summary

Course info

CCS516 KECERDASAN KOMPUTAN (COMPUTATIONAL INTELLIGENCE)

  • Lecturer: DR. MOHD NADHIR BIN AB WAHAB
  • Lecturer: PROFESOR MADYA DR. UMI KALSOM BINTI YUSOF
Skill Level: Beginner

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