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Art of evolutionary invention

Analog Circuit Optimization
A New Methodology

 

M.S. THESIS

Varun Aggarwal, "Analog Circuit Optimization using Evolutionary Algorithms and Convex Optimization", Thesis, Master of Science, EECS, MIT, 2007. (pdf)


Science and Techology

Sir Jagadish Chandra Bose: The Real Inventor of Marconi's Wireless Receiver (2005)


Machine Learning and Applications

Motif Finding: Incorporating information from bound and unbound set (May 2006)

The LPASSO method for regression regularization (Dec' 2005)

Prediction of Protein Secondary Structure using SOMs and Genetic Programming (2003)


Electronic Design

Design of 12-bit Analog-to-Digital converter. (A novel error-correction technique) (Dec' 2005)

Building a Pedometer using the AVR Microcontroller (2002)


Evolutionary Algorithms

Practically-usable analog design using evolutionary algorithms (2006)
(Discusses the Art of writing an  evolutionary algorithm for design)

Solving transcendental Equations using Genetic Algorithms (2001)

Fitness based on Learning for circuit synthesis using Genetic Algorithms (2002)

Do algorithms for tackling multimodality in Genetic Algorithms have a fundamental error?  (2002)

Prediction of Protein Secondary Structure using SOMs and Genetic Programming (2003) (overlap)


Peer Reveiwed Publications