Quantum Stirred Cuckoo Search Algorithm for Solving Optimal Reactive Power Dispatch Problem

American Journal of Science and Technology

BhumanapallyRavindhranath Reddy¹  KanagasabaiLenin¹  MunagalaSurya Kalavathi¹ 

[1] Jawaharlal Nehru Technological University Kukatpally, Hyderabad 500 085, India.

关键词: Optimal Reactive Power;    Transmission Loss;    Cuckoo Search Algorithm;    Quantum Computing;   

学科分类：工程和技术（综合）

来源: AASCIT

【 摘 要 】

This paper presents a new Quantum Stirred Cuckoo Search Algorithm (QSCSA) for solving optimal reactive power dispatch problem. This one is new framework relying on Quantum Computing principles and Cuckoo Search algorithm. The contribution consists in defining an appropriate representation scheme in the cuckoo search algorithm that allows applying successfully on combinatorial optimization problems some quantum computing principles like qubit representation, superposition of states, measurement, and interference. This hybridization between quantum inspired computing and bio inspired computing has led to an efficient hybrid framework which achieves better balance between exploration and exploitation capabilities of the search process. In order to evaluate the efficiency of the proposed algorithm it has been tested in IEEE 57 bus system and compared to other algorithms .Simulation results show that QSCSA is more efficient in reducing the real power loss and also voltage deviations are minimized.

【 授权许可】

Unknown