Contents - Swarm Intelligence Algorithms (Two Volume Set) [Book]

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Contents

1Ant Colony Optimization, Modifications, and Application

Pushpendra Singh, Nand K. Meena, and Jin Yang

1.1Introduction

1.2Standard ant system

1.2.1Brief of ant colony optimization

1.2.2How does the artificial ant select the edge to travel?

1.2.3Pseudo-code of standard ACO algorithm

1.3Modified variants of ant colony optimization

1.3.1Elitist ant systems

1.3.2Ant colony system

1.3.3Max-min ant system

1.3.4Rank based ant systems

1.3.5Continuous orthogonal ant systems

1.4Application of ACO to solve real-life engineering optimization problem

1.4.1Problem description

1.4.2Problem formulation

1.4.3How can ACO help to solve this optimization problem?

1.4.4Simulation results

2Artificial Bee Colony – ...

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