CSDL Bài trích Báo - Tạp chí
Evolutionary algorithm with feasibility rule based constraint-handling, method for intelligent production scheduling = Sử dụng thuật toán tiến hóa với quy tắc khả thi cho việc lập tiến độ sản xuất thông minh
Tác giả: Hoang Nhat Duc, Nguyen Quoc Lam
Số trang:
P. 14-19
Số phát hành:
Số 04(47)
Kiểu tài liệu:
Tạp chí trong nước
Nơi lưu trữ:
03 Quang Trung
Mã phân loại:
624
Ngôn ngữ:
Tiếng Anh
Từ khóa:
Differential evolution, constrained handling, evolutionary algorithm, production scheduling
Tóm tắt:
Manufacturers constantly have to encounter fluctuated product demands. Accordingly, it is required to establish a production schedule that meets the future demands and concurrently has a low level of daily labor/materials’ deviation. This study constructs an evolutionary algorithm for achieving this task. The Differential Evolution (DE) algorithm and the feasibility rule based method for constraint handling are integrated to develop this evolutionary algorithm. The proposed approach has been verified by two cases of production scheduling.