An Immune Partheno-Genetic Algorithm for Winner Determination in Combinatorial Auctions

2005 ◽  
pp. 74-85
Author(s):  
JianCong Bai ◽  
HuiYou Chang ◽  
Yang Yi
Keyword(s):  
Genetic Algorithm ◽  
Combinatorial Auctions ◽  
Winner Determination

scholarly journals Incentive Based Load Shedding Management in a Microgrid Using Combinatorial Auction with IoT Infrastructure

Sensors ◽  
2021 ◽  
Vol 21 (6) ◽  
pp. 1935
Author(s):  
Bizzat Hussain Zaidi ◽  
Ihsan Ullah ◽  
Musharraf Alam ◽  
Bamidele Adebisi ◽  
Atif Azad ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Particle Swarm Optimization ◽  
Particle Swarm Optimization Algorithm ◽  
Hybrid Genetic Algorithm ◽  
Combinatorial Auctions ◽  
Load Shedding ◽  
Combinatorial Auction ◽  
Swarm Optimization ◽  
Winner Determination ◽  
Management Scheme

This paper presents a novel incentive-based load shedding management scheme within a microgrid environment equipped with the required IoT infrastructure. The proposed mechanism works on the principles of reverse combinatorial auction. We consider a region of multiple consumers who are willing to curtail their load in the peak hours in order to gain some incentives later. Using the properties of combinatorial auctions, the participants can bid in packages or combinations in order to maximize their and overall social welfare of the system. The winner determination problem of the proposed combinatorial auction, determined using particle swarm optimization algorithm and hybrid genetic algorithm, is also presented in this paper. The performance evaluation and stability test of the proposed scheme are simulated using MATLAB and presented in this paper. The results indicate that combinatorial auctions are an excellent choice for load shedding management where a maximum of 50 users participate.

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