Ant Colony Optimization Courses and Certifications

Combinatorial Problems and Ant Colony Optimization Algorithm

494 ratings at Udemy

Let's learn Artificial Intelligence search methods: optimization, exact algorithms, heuristics, and metaheuristics

• Udemy
• 4 hours 58 minutes
• On-Demand
• Paid Course

Wondrium

How Do Insects Communicate? The Science of Entomology

28 reviews

Explore fascinating insect communication methods, from honeybees' waggle dance to ants' chemical signals. Discover how these behaviors impact colony decisions, survival strategies, and ecosystem interactions.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Bio-inspired Artificial Intelligence Algorithms

190 ratings at Udemy

Genetic algorithm, differential evolution, neural networks, clonal selection, particle swarm, ant colony optimization

• Udemy
• 8 hours 24 minutes
• On-Demand
• Paid Course

C++ Machine Learning Algorithms Inspired by Nature

52 ratings at Udemy

Study the Genetic Algorithm, Simulated Annealing, Ant Colony Optimization, Differential Evolution by Coding from Scratch

• Udemy
• 2 hours 51 minutes
• On-Demand
• Paid Course

NITTTR

Soft Commuting Techniques

Master fuzzy logic, neural networks, and genetic algorithms to solve complex real-world problems through hands-on projects in pattern recognition, robotics, and optimization.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Reducible

The Traveling Salesman Problem - When Good Enough Beats Perfect

Explore heuristic approaches and optimization techniques for the Traveling Salesman Problem, including nearest neighbor, greedy, Christofides, local search, simulated annealing, and ant colony optimization.

• YouTube
• 30 minutes
• On-Demand
• Free Video

ACCU Conference

An Introduction to Swarm Intelligence Algorithms

Discover nature-inspired swarm intelligence algorithms, exploring how virtual ants, bees, and other animals can solve complex problems and provide foundations for understanding broader AI concepts.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

cpponsea

What is Swarm Intelligence? - Swarm AI Explained

Explore nature-inspired swarm algorithms and their implementation in C++, covering ant and bee behaviors, SFML graphics, random number generation, and practical testing approaches for AI development.

• YouTube
• 57 minutes
• On-Demand
• Free Video

人工智能

本课程系统的介绍了人工智能的基本原理、方法和应用技术，对国内外人工智能领域的最新研究成果也进行了讨论。

• XuetangX
• On-Demand
• Free Online Course

数学模型与最优化技术

Dive into mathematical modeling fundamentals and optimization techniques, mastering practical problem-solving skills through real-world examples, data analysis, and advanced algorithms.

• XuetangX
• On-Demand
• Free Online Course

Nantong University

智能控制技术

Master intelligent control fundamentals, from fuzzy logic to deep learning. Explore neural networks, adaptive systems, and optimization algorithms while gaining practical skills in system design and implementation.

• XuetangX
• On-Demand
• Free Online Course

材料大数据技术

全面了解材料数据库和数据库技术，掌握数据挖掘的基本算法和应用，掌握数据挖掘技术在材料中应用的基本思想和技能，具有利用数据挖掘技术开展材料研究、新材料筛选与优化的能力。

• XuetangX
• On-Demand
• Free Online Course

装备智能控制技术

Master intelligent control technologies for equipment, including fuzzy controllers, neural networks, and adaptive systems, with practical applications in mechanical engineering.

• XuetangX
• On-Demand
• Free Online Course