Abstract 1.Introduction 2.Design of Multistage-based Supply Chain 3.ahGA Approach to Multistage-based SC Model 3.1 Design of Genetic Algorithm 3.2 Design of Local Search Technique 3.3 Design of Adaptive Scheme 3.4 Implementation of ahGA Approach 4. Numerical Example 4.1 Test Problem 5. Conclusion References