Socio-cultural Inspired Metaheuristics

Description

This book presents the latest insights and developments in the field of socio-cultural inspired algorithms. Akin to evolutionary and swarm-based optimization algorithms, socio-cultural algorithms belong to the category of metaheuristics (problem-independent computational methods) and are inspired by natural and social tendencies observed in humans by which they learn from one another through social interactions. This book is an interesting read for engineers, scientists, and students studying/working in the optimization, evolutionary computation, artificial intelligence (AI) and computational intelligence fields. Front Matter ....Pages i-x Optimum Design of Four Mechanical Elements Using Cohort Intelligence Algorithm (Kishor Marde, Anand J. Kulkarni, Pramod Kumar Singh)....Pages 1-25 A Self-organizing Multi-agent Cooperative Robotic System: An Application of Cohort Intelligence Algorithm (Palash Roychowdhury, Siddarth Mehra, Rishi Devarakonda, Prakhar Shrivastava, Siddharth Basu, Anand J. Kulkarni)....Pages 27-40 Elitist TLBO for Identification and Verification of Plant Diseases (Tamanna Jena, T. M. Rajesh, Mallanagouda Patil)....Pages 41-67 Feature Selection for Vocal Segmentation Using Social Emotional Optimization Algorithm (Poreddy Rajasekharreddy, E. S. Gopi)....Pages 69-91 Simultaneous Size and Shape Optimization of Dome-Shaped Structures Using Improved Cultural Algorithm (Shahin Jalili, Yousef Hosseinzadeh, Timon Rabczuk)....Pages 93-120 A Socio-based Cohort Intelligence Algorithm for Engineering Problems (Ishaan R. Kale, Anand J. Kulkarni, Suresh Chandra Satapathy)....Pages 121-135 Solution to Small Size 0–1 Knapsack Problem Using Cohort Intelligence with Educated Approach (Mandar S. Sapre, Harsh Patel, Kishan Vaishnani, Raj Thaker, Apoorva S. Shastri)....Pages 137-149 Maximizing Profits in Crop Planning Using Socio Evolution and Learning Optimization (G. Jaya Brindha, E. S. Gopi)....Pages 151-174 Application of Variations of Cohort Intelligence in Designing Fractional PID Controller for Various Systems (Pritesh Shah, Anand J. Kulkarni)....Pages 175-192 Expectation Algorithm (ExA): A Socio-inspired Optimization Methodology (Apoorva S. Shastri, Aishwary Jagetia, Amit Sehgal, Meet Patel, Anand J. Kulkarni)....Pages 193-214 Premier League Championship Algorithm: A Multi-population-Based Algorithm and Its Application on Structural Design Optimization (Ali Husseinzadeh Kashan, Shahin Jalili, Somayyeh Karimiyan)....Pages 215-240 Socio-inspired Optimization Metaheuristics: A Review (Meeta Kumar, Anand J. Kulkarni)....Pages 241-265 Social Group Optimization Algorithm for Pattern Optimization in Antenna Arrays (V. V. S. S. S. Chakravarthy, P. S. R. Chowdary, Suresh Chandra Satapathy, Jaume Anguera, Aurora Andújar)....Pages 267-302 Back Matter ....Pages 303-303