개미 군집 최적화(Ant Colony Optimization) 안내서

개미 군집 최적화(Ant Colony Optimization) 안내서

1. 참고 자료

  1. Ant colony optimization theory: A survey, https://mat.uab.cat/~alseda/MasterOpt/DorBlu2005tcs.pdf
  2. An Introduction to Ant Colony Optimization - SciSpace, https://scispace.com/pdf/an-introduction-to-ant-colony-optimization-1f4y7ezqvv.pdf
  3. 모집단 최적화 알고리즘: 개미 군집 최적화(ACO) - MQL5 기고글, https://www.mql5.com/ko/articles/11602
  4. 떼지능(Swarm Intelligence) - AI와 함께하는 세상, https://agi-chatgpt.com/entry/%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5AI-%EB%96%BC%EC%A7%80%EB%8A%A5Swarm-Intelligence
  5. (PDF) An Introduction to Ant Colony Optimization - ResearchGate, https://www.researchgate.net/publication/228388768_An_Introduction_to_Ant_Colony_Optimization
  6. Understanding the Pheromone System within Ant Colony Optimization - AMiner, https://static.aminer.org/pdf/PDF/000/059/455/understanding_the_pheromone_system_within_ant_colony_optimization.pdf
  7. Ant colony optimization algorithms - Wikipedia, https://en.wikipedia.org/wiki/Ant_colony_optimization_algorithms
  8. ANT COLONY OPTIMIZATION METHODS AND APPLICATIONS - Avi Ostfeld, Technion, https://ostfeld.net.technion.ac.il/files/2016/09/Ant_Colony_Optimization_Book.pdf
  9. Ant Colony Optimization: A New Meta-Heuristic - Marco Dorigo, http://staff.washington.edu/paymana/swarm/dorigo99-cec.pdf
  10. Ant Colony Optimization: An Advanced Approach to the Traveling Salesman Problem - Stanford Profiles - Stanford University, https://cap.stanford.edu/profiles/cwmd?cwmId=10839&fid=301672
  11. Ant colony optimization: A component-wise overview | Request PDF - ResearchGate, https://www.researchgate.net/publication/332109174_Ant_colony_optimization_A_component-wise_overview
  12. Ant colony optimization - Scholarpedia, http://www.scholarpedia.org/article/Ant_colony_optimization
    1. Ant Colony Optimization - Dalle Molle Institute for Artificial Intelligence, https://www.idsia.ch/~luca/aco2004.pdf
  14. Ant Colony Optimization - School of Computer Science, https://www.cs.auckland.ac.nz/courses/compsci760s2c/lectures/Pat.d/2017.d/760-ant.pdf
  15. Introduction to Ant Colony Optimization Algorithms: Nature-Inspired Problem Solving, https://algocademy.com/blog/introduction-to-ant-colony-optimization-algorithms-nature-inspired-problem-solving/
  16. Tutorial on Ant Colony Optimization, https://bsantosa.wordpress.com/wp-content/uploads/2015/03/aco-tutorial-english2.pdf
  17. Ant Colony Optimization Exercises, https://www.imada.sdu.dk/~marco/DM63/Slides/dm63-lec11-8x.pdf
  18. Ant Colony Optimization for Accelerated Pathway Identification in Connection Element Method Reservoir Models: A Fast-Track Solution for Large-Scale Simulations - MDPI, https://www.mdpi.com/2227-9717/13/2/404
  19. Optimized Ant Colony Algorithm by Local Pheromone Update - ResearchGate, https://www.researchgate.net/publication/274477484_Optimized_Ant_Colony_Algorithm_by_Local_Pheromone_Update
  20. 개미 군집 최적화 알고리즘 - 위키백과, 우리 모두의 백과사전, https://ko.wikipedia.org/wiki/%EA%B0%9C%EB%AF%B8_%EA%B5%B0%EC%A7%91_%EC%B5%9C%EC%A0%81%ED%99%94_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98
  21. Comparative Analysis of Four Prominent Ant Colony Optimization Variants - arXiv, https://arxiv.org/html/2405.15397v1
  22. 1 ACO Algorithms for the Traveling Salesman Problem† - faculty.washington.edu, https://faculty.washington.edu/paymana/swarm/stutzle99-eaecs.pdf
  23. Rank-Based Ant System with Originality Reinforcement and Pheromone Smoothing - MDPI, https://www.mdpi.com/2076-3417/12/21/11219
  24. Elitist Ant System - Algorithm Afternoon, https://algorithmafternoon.com/ants/elitist_ant_system/
  25. Ant Colony Optimization - Optimal Number of Ants - DiVA portal, http://www.diva-portal.org/smash/get/diva2:1214402/FULLTEXT01.pdf
  26. A COMPARATIVE STUDY OF ANT COLONY OPTIMIZATION VARIANTS FOR THE PROBABILISTIC TRAVELING SALESMAN PROBLEM, https://pjm.ppu.edu/sites/default/files/papers/PJM_13%28Special%20Issue%20I%29_2024_104_to_112.pdf
  27. Max Min Ant System - Algorithm Afternoon, https://algorithmafternoon.com/ants/max_min_ant_system/
  28. What is the difference between the ant system and the max-min ant system? - AI Stack Exchange, https://ai.stackexchange.com/questions/16225/what-is-the-difference-between-the-ant-system-and-the-max-min-ant-system
  29. Ant Colony Optimization for Capacitated Vehicle Routing Problem - Science Publications, https://thescipub.com/pdf/jcssp.2012.846.852.pdf
  30. (PDF) Ant Colony Optimisation for vehicle routing problems: from theory to applications, https://www.researchgate.net/publication/200058853_Ant_Colony_Optimisation_for_vehicle_routing_problems_from_theory_to_applications
  31. Ant colony optimization techniques for the vehicle routing problem - Patrick R, http://www.joydivisionman.com/vita/aei2.pdf
  32. Improved Ant Colony Algorithm for the Split Delivery Vehicle Routing Problem - MDPI, https://www.mdpi.com/2076-3417/14/12/5090
  33. Ant colony system for a dynamic vehicle routing problem - IDSIA, https://www.idsia.ch/~luca/dvrp2.pdf
  34. AntNet: ACO routing algorithm in practice - CORE, https://core.ac.uk/download/pdf/55820948.pdf
  35. AntNet - Gianni A. Di Caro, http://www.giannidicaro.com/antnet.html
  36. Ant Colony Optimization and its Application to Adaptive Routing in Telecommunication Networks - Gianni Di Caro, http://www.giannidicaro.com/uploads/6/6/0/3/66030893/thesis-dicaro.pdf
  37. The advantages and disadvantages for ACO, PSO and GA algorithm - ResearchGate, https://www.researchgate.net/figure/The-advantages-and-disadvantages-for-ACO-PSO-and-GA-algorithm_tbl2_338141997
  38. An Improved Model of Ant Colony Optimization Using a Novel Pheromone Update Strategy, https://www.jstage.jst.go.jp/article/transinf/E96.D/11/E96.D_2309/_article
  39. Ant Colony Optimization: Nature-Inspired Algorithm for Solving Complex Problems, https://algocademy.com/blog/ant-colony-optimization-nature-inspired-algorithm-for-solving-complex-problems/
  40. Application of Ant Colony Optimization Algorithm Based on Triangle Inequality Principle and Partition Method Strategy in Robot Path Planning - MDPI, https://www.mdpi.com/2075-1680/12/6/525
  41. Ant Colony Optimization Explained: Insights & Applications - Upper Route Planner, https://www.upperinc.com/glossary/route-optimization/ant-colony-optimization/
  42. Ant colony Optimization Algorithms : Introduction and Beyond, https://mat.uab.cat/~alseda/MasterOpt/ACO_Intro.pdf
  43. A Quick Pheromone Matrix Adaptation Ant Colony Optimization for Dynamic Customers in the Vehicle Routing Problem - MDPI, https://www.mdpi.com/2077-1312/12/7/1167
  44. Comparison of different ACO algorithms | Download Table - ResearchGate, https://www.researchgate.net/figure/Comparison-of-different-ACO-algorithms_tbl2_220835272
  45. Representing State Transition rule in Tree Structure - ResearchGate, https://www.researchgate.net/figure/Representing-State-Transition-rule-in-Tree-Structure_fig3_388460473