Sobia Pervaiz

Comparative Research Directions of Population Initialization Techniques using PSO Algorithm

Sobia Pervaiz, Waqas Haider Bangyal, Adnan Ashraf et al. · Intelligent Automation & Soft Computing · 2021 · 42 citations · Full text

Engineering, Firefly Algorithm, Cuckoo Search +9

Studying the Impact of Initialization for Population-Based Algorithms with Low-Discrepancy Sequences

Adnan Ashraf, Sobia Pervaiz, Waqas Haider Bangyal et al. · Applied Sciences · 2021 · 36 citations · Full text

Mathematical Programming, Artificial Intelligence, Uniform Random Number +24

An Improved Bat Algorithm based on Novel Initialization Technique for Global Optimization Problem

Waqas Haider Bangyal, Jamil Ahmad, Hafiz Tayyab et al. · International Journal of Advanced Computer Science and Applications · 2018 · 21 citations · Full text

Population Initialization, Engineering, Aerospace Engineering +15

An Overview of Mutation Strategies in Bat Algorithm

Waqas Haider Bangyal, Jamil Ahmad, Hafiz Tayyab et al. · International Journal of Advanced Computer Science and Applications · 2018 · 17 citations · Full text

Engineering, Comprehensive Survey, Firefly Algorithm +11

An Improved Particle Swarm Optimization Algorithm with Chi-Square Mutation Strategy

Waqas Haider Bangyal, Hafiz Tayyab, Hafsa Batool et al. · International Journal of Advanced Computer Science and Applications · 2019 · 15 citations · Full text

Chi-square Mutation Strategy, Firefly Algorithm, Intelligent Optimization +8