Cyber Security and Operations Management for Industry 4.0

5A Modified Clonal Selection Algorithm Based on Positive Selection Method in AIS to Solve the Job-Shop Scheduling Problem

R. Murugesan

Department of Mathematics, School of Applied Sciences, REVA University, Bengaluru, India

DOI: 10.1201/9781003212201-7

Contents

1. 5.1Introduction
2. 5.2Job-Shop Scheduling Problem
3. 5.3Artificial Immune System (AIS)
4. 5.3.1Positive Selection Theory
5. 5.3.2Clonal Selection Theory
6. 5.3.3Affinity Maturation
7. 5.4Representation of JSSP in AIS
   1. 5.4.1Shape-Space Model of AIS for JSSP
   2. 5.4.2Components in CSA for JSSP Representation
   3. 5.4.3Clonal Selection Algorithm for JSSP
      1. 5.4.3.1Basic Clonal Selection Algorithm (CLONALG) for Solving JSSP
      2. 5.4.3.2Cloning Operation in CSA
      3. 5.4.3.3Mutation Schemes in CSA for JSSP
   4. 5.4.4Modification ...