A genetic algorithm tutorial

A Genetic Algorithm Tutorial

✍ Whitley D. 📂 Library 🌐 English ⚖ 121 KB

This tutorial covers the canonical genetic algorithm as well as more experimental forms of genetic algorithms, including parallel island models and parallel cellular genetic algorithms. The tutorial also illustrates genetic search by hyperplane sampling. The theoretical foundations of genetic algori

Genetic Algorithm tutorial 001

📂 Library 🌐 English ⚖ 3 KB

A Tutorial on MM Algorithms

✍ Hunter, David R; Lange, Kenneth 📂 Article 📅 2004 🏛 American Statistical Association 🌐 English ⚖ 261 KB

A tutorial on using genetic algorithms f

A tutorial on using genetic algorithms for the design of network topology

✍ Bassam Al-Bassam; Abdulmohsen Alheraish; Saad Haj Bakry 📂 Article 📅 2006 🏛 John Wiley and Sons 🌐 English ⚖ 171 KB

A tutorial survey of job-shop scheduling

A tutorial survey of job-shop scheduling problems using genetic algorithms: Part II. Hybrid genetic search strategies

✍ Runwei Cheng; Mitsuo Gen; Yasuhiro Tsujimura 📂 Article 📅 1999 🏛 Elsevier Science 🌐 English ⚖ 395 KB

Job-shop scheduling problem is one of the well-known hardest combinatorial optimization problems. During the past decade, two important issues have been extensively studied. One is how to encode a solution into a chromosome so as to ensure that a chromosome will correspond to a feasible solution. Th

A tutorial survey of job-shop scheduling

A tutorial survey of job-shop scheduling problems using genetic algorithms, part II: hybrid genetic search strategies

✍ Runwei Cheng; Mitsuo Gen; Yasuhiro Tsujimura 📂 Article 📅 1999 🏛 Elsevier Science 🌐 English ⚖ 224 KB

Job-shop scheduling problem is one of the well-known hardest combinatorial optimization problems. During the last three decades, this problem has captured the interest of a signi®cant number of researchers. A lot of literature has been published, but no ecient solution algorithm has been found yet f