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  1. Journal of The Institution of Engineers (India): Series B
  2. Journal of The Institution of Engineers (India): Series B : Volume 97
  3. Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 4, December 2016
  4. Differential Evolution with Gaussian Mutation for Economic Dispatch
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Journal of The Institution of Engineers (India): Series B : Volume 98
Journal of The Institution of Engineers (India): Series B : Volume 97
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 4, December 2016
A Hybrid Quorum Protocol for Improved Availability, Capacity, Load and Reduced Overhead
A Modified Time-Delay Addition Method to Extract Resistive Leakage Current of MOSA
A Neuro-Fuzzy based System for Classification of Natural Textures
Betweenness as a Tool of Vulnerability Analysis of Power System
Channel Efficiency with Security Enhancement for Remote Condition Monitoring of Multi Machine System Using Hybrid Huffman Coding
Design and Implementation of Takagi–Sugeno Fuzzy Logic Controller for Shunt Compensator
Differential Evolution with Gaussian Mutation for Economic Dispatch
ECG Signal Analysis and Arrhythmia Detection using Wavelet Transform
Genetic Algorithm based Decentralized PI Type Controller: Load Frequency Control
Hybrid-Thresholding based Image Super-Resolution Technique by the use of Triplet Half-Band Wavelets
Improved Particle Swarm Optimization for Global Optimization of Unimodal and Multimodal Functions
Measurement of Parasitic Inductances in the Bus-Bar Assembly of a High Power Voltage Source Converter
Modelling Nonlinear Dynamic Textures using Hybrid DWT–DCT and Kernel PCA with GPU
Optimal Stabilization of Social Welfare under Small Variation of Operating Condition with Bifurcation Analysis
Performance Improvement of Partially Shaded Photovoltaic Arrays under Moving Shadow Conditions through Shade Dispersion
Radiation Pattern of Chair Armed Microstrip Antenna
Switching Logic for Converting Off-grid PV Customers to On-grid by Utilizing Off-grid Inverter and Battery
Reverse Conversion Schemes for Signed-Digit Number Systems: A Survey
Wideband Patch Antenna for Land based Vehicles
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 3, September 2016
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 2, June 2016
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 1, March 2016
Journal of The Institution of Engineers (India): Series B : Volume 96
Journal of The Institution of Engineers (India): Series B : Volume 95
Journal of The Institution of Engineers (India): Series B : Volume 94
Journal of The Institution of Engineers (India): Series B : Volume 93

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Differential Evolution with Gaussian Mutation for Economic Dispatch

Content Provider SpringerLink
Author Jena, Chitralekha Basu, Mousumi Panigrahi, Chinmoy Kumar
Copyright Year 2015
Abstract This paper presents differential evolution with Gaussian mutation (DEGM) to solve economic dispatch problem of thermal generating units with non-smooth/non-convex cost functions due to valve-point loading, taking into account transmission losses and nonlinear generator constraints such as prohibited operating zones. Differential evolution (DE) is a simple yet powerful global optimization technique. It exploits the differences of randomly sampled pairs of objective vectors for its mutation process. This mutation process is not suitable for complex multimodal optimization. This paper proposes Gaussian mutation in DE which improves search efficiency and guarantees a high probability of obtaining the global optimum without significantly impairing the simplicity of the structure of DE. The effectiveness of the proposed method has been verified on three different test systems. From the comparison with other evolutionary methods, it is found that DEGM based approach is able to provide better solution.
Starting Page 493
Ending Page 498
Page Count 6
File Format PDF
ISSN 22502106
Journal Journal of The Institution of Engineers (India): Series B
Volume Number 97
Issue Number 4
e-ISSN 22502114
Language English
Publisher Springer India
Publisher Date 2015-05-23
Publisher Place New Delhi
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Multi-fuel option Differential evolution Communications Engineering, Networks Economic dispatch Valve-point loading Gaussian mutation Prohibited operating zone
Content Type Text
Resource Type Article
Subject Computer Science Electrical and Electronic Engineering
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