Taguchi-Based Tuning of Rotation Angles and Population Size in Quantum-Inspired Evolutionary Algorithm for Solving MMDP

Mani, Nija; Gursaran,; Sinha, Arun Kumar; Mani, Ashish

doi:10.1007/978-81-322-1602-5_12

Cited by 3 publications

(1 citation statement)

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“…A problem of ceramic surface grinding is solved using an adaptive real-coded quantum-inspired evolutionary algorithm (ARQIEA) [37] in a constrained environment. An efficient quantum gate rotation methodology suggested in [38] for AQIEA is based on the Taguchi method. A complex task for optimal placement of distributed generators (DGs) is accomplished in [39] using AQIEA.…”

Section: Proposed Bi-objective Adaptive Real Coded Quantum-inspired E...mentioning

confidence: 99%

Solution of the Multi-objective Economic and Emission Load Dispatch Problem Using Adaptive Real Quantum Inspired Evolutionary Algorithm

Singh

Mani

Singh

et al. 2023

IJRITCC

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Economic load dispatch is a complex and significant problem in power generation. The inclusion of emission with economic operation makes it a Multi-objective economic emission load dispatch (MOEELD) problem. So it is a tough task to resolve a constrained MOEELD problem with antagonistic multiple objectives of emission and cost. Evolutionary Algorithms (EA) have been widely used for solving such complex multi-objective problems. However, the performance of EAs on such problems is dependent on the choice of the operators and their parameters, which becomes a complex issue to solve in itself. The present work is carried out to solve a Multi-objective economic emission load dispatch problem using a Multi-objective adaptive real coded quantum-inspired evolutionary algorithm (MO-ARQIEA) with gratifying all the constraints of unit and system. A repair-based constraint handling and adaptive quantum crossover operator (ACO) are used to satisfy the constraints and preserve the diversity of the suggested approach. The suggested approach is evaluated on the IEEE 30-Bus system consisting of six generating units. These results obtained for different test cases are compared with other reputed and well-known techniques.

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Section: Proposed Bi-objective Adaptive Real Coded Quantum-inspired E...mentioning

confidence: 99%