Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

Table of Contents
1 Introduction
2 Source Code Collection

1 Introduction

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Definition of Swarm Intelligence Optimization Algorithms: It mainly simulates the collective behaviors of insects, herds, bird flocks, and fish schools. These groups collaboratively search for food, and each member continuously changes the search direction by learning from its own experiences and those of other members. Any algorithm or distributed problem-solving strategy inspired by the social behaviors of insect swarms or other animals falls under Swarm Intelligence.

Plain Explanation:It imitates the foraging or other behaviors of insects or some animals. These animal groups search for food in a collaborative manner, constantly exchanging information about food, enabling them to quickly find more food. An algorithm abstracted from the study of their behaviors is the Swarm Intelligence Optimization Algorithm. (For example, when an individual finds food, it will notify other individuals to come to the food location; this is a type of behavior.)

2 Source Code Collection

Swarm Intelligence Optimization Algorithms: MATLAB Source Code CollectionAmazing Swarm Intelligence

10 Contents

25 Enhanced Butterfly Optimization Algorithm Based on Tent Chaotic Coupling Lens Imaging Strategy – MATLAB Source Code
2025-01-06
[Improved Algorithm] 15 Enhanced Sparrow Algorithm Box Plot Radar Chart Based on Cubic Chaotic Mapping
2025-01-03
[Improved Algorithm] 16 Improved Sperm Whale Optimization Algorithm with Hybrid Genetic Algorithm
2025-01-03
[Improved Algorithm] 17 Hybrid Sperm Whale Optimization and Gravity Search Algorithm
2025-01-03
[Improved Algorithm] 18 Improved Grey Wolf Optimization Algorithm with 30 Cycles of Training
2025-01-03
[Improved Algorithm] 19 Adaptive Enhanced Operator Improved Grey Wolf Optimization Algorithm with 30 Cycles of Training
2025-01-03
Swarm Intelligence Algorithm Improvement Issue 10 – Chaotic Gravity Search Algorithm
2022-12-04
Swarm Intelligence Algorithm Improvement Issue 11 – Improved Chimpanzee Optimization Algorithm – Chaotic Reverse Learning – Simplex Method – Memory Mechanism
2022-12-04
Swarm Intelligence Algorithm Improvement Issue 12 – Improved Whale Optimization Algorithm – Circle Mapping – Reverse Learning Strategy – Adaptive Dynamic Operator
2022-12-04
Improved Algorithm Issue 8 – Improved Whale Optimization Algorithm – Excellent Improvement Effect – Tent Chaotic Mapping – Reverse Learning – Adaptive Dynamic Operator
2022-10-07

Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

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