Fuzzy Mutation Embedded Hybrids of Gravitational Search and Particle Swarm Optimization Methods for Engineering Design Problems

1 code implementation • 10 May 2020 • Devroop Kar, Manosij Ghosh, Ritam Guha, Ram Sarkar, Laura García-Hernández, Ajith Abraham

The developed algorithms are called Mutation based GPS (MGPS) and Mutation based PSOGSA (MPSOGSA).

Embedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection

no code implementations • 10 May 2020 • Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili

The binary version of Whale Optimization Algorithm (WOA) is a popular FS technique which is inspired from the foraging behavior of humpback whales.

feature selection General Classification

A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem

no code implementations • 10 May 2020 • Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri

In any multi-script environment, handwritten script classification is of paramount importance before the document images are fed to their respective Optical Character Recognition (OCR) engines.

Classification feature selection +3