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Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems
The manufacturing system is going through substantial changes and developments in light of industry 4.0. Newer manufacturing technologies are being developed and applied. There is need to optimize these techniques when applied in different circumstances with respect to materials, tools, product configurations, and process parameters.
This book covers computational intelligence applied to manufacturing. It discusses nature inspired optimization of processes and the design and development with manufacturing systems. It will explore all manufacturing processes including macro and micro levels and offers manufacturing philosophies. Non-conventional manufacturing, real industry problems and case studies, research on generative processes and how everything is relevant to Industry 4.0 will be also be included.
Researchers, students, academicians, and industry professionals will find this reference title very useful.
Table of Contents
Investigations on Process Parameters of EN-08 Steel by Using DoE and Multi Objective Genetic Algorithm Approach
Syed Anjum Alam, Ashish Goyal, Manish Dadhich
Multi Objective Optimization for Improving Performance characteristic of Novel Curved EDM Process using Jaya Algorithm
Diwesh B. Meshram, Yogesh M. Puri and Neelesh Kumar Sahu
Artificial neural networks (ANNs) for prediction and optimization in friction stir welding process: An overview and future trends
Mukuna Patrick Mubiayi and Veeredhi Vasudeva Rao
Energy Efficient Cluster Head Selection for Manufacturing Process Using Modified Honey Bee Mating Optimization in Wireless Sensor Networks
Pramod D Ganjewar, Barani S., Sanjeev J. Wagh
Multiobjective design optimization of Power Take off gear box through Non-Dominated Sorting Genetic Algorithm - II
R. Saravanan, G. Chandrasekaran and V. S. Sree Balaji
Improving the performance of machining processes using Opposition based learning civilized swarm optimization
Application of particle swarm optimization method for availability optimization of thermal power plant
Hanumant P. Jagtap, Anand K. Bewoor, Firozkhan Pathan, Ravinder Kumar
Optimization of Incremental Sheet Forming Process using Artificial Intelligence Based Techniques