(Computational and Intelligent Systems)
by Deepak Sinwar, Kamalakanta Muduli, Vijaypal Singh Dhaka, Vijander Singh
The text comprehensively
discusses computational models including artificial neural networks,
agent-based models, and decision field theory for reliability
engineering. It will serve as an ideal reference text for graduate
students and academic researchers in the fields of industrial
engineering, manufacturing engineering, computer engineering, and
materials science.
- Discusses the development of sustainable materials using metaheuristic approaches.
- Covers computational models such as agent-based models, ontology, and decision field theory for reliability engineering.
- Presents
swarm intelligence methods such as ant colony optimization, particle
swarm optimization, and grey wolf optimization for solving the
manufacturing process.
- Include case studies for industrial optimizations.
- Explores the use of computational optimization for reliability and maintainability theory.
The
text covers swarm intelligence techniques including ant colony
optimization, particle swarm optimization, cuckoo search, and genetic
algorithms for solving complex industrial problems of the manufacturing
industry as well as predicting reliability, maintainability, and
availability of several industrial components.
