A Chaos based approach for nonlinear optimization problems : On the Job Shop Scheduling Problem

ISBN-13: 9783659609084 / Angielski / Miękka / 2016 / 164 str.

M. A. El-Shorbagy; S. Nasr; Abd Allah A. Mousa

Opis

In this book, we present a new hybrid optimization algorithm for solving nonlinear optimization problems. The hybrid algorithm is a combination between genetic algorithm and chaos local search procedures. In addition, hybrid genetic algorithm is presented to solve one of real optimization problems (job shop scheduling problem). The computation results have validated the effectiveness of the proposed algorithms.

O autorze

M.A. El-Shorbagy: Assistant professor of mathematics, Faculty of engineering, Menofia University.S. Nasr: lecture, faculty of engineering, Menofia University.Abd allah A. Mousa: Associate professor of mathematics, published about 50 papers, supervised about 10 theses,faculty of engineering, Menofia University. Our main interest is optimization.