The survival robots: An artificial life
Conference proceedings article
ผู้เขียน/บรรณาธิการ
กลุ่มสาขาการวิจัยเชิงกลยุทธ์
ไม่พบข้อมูลที่เกี่ยวข้อง
รายละเอียดสำหรับงานพิมพ์
รายชื่อผู้แต่ง: Polvichai J., Boonpramarn U.
ผู้เผยแพร่: Hindawi
ปีที่เผยแพร่ (ค.ศ.): 2011
หน้าแรก: 166
หน้าสุดท้าย: 169
จำนวนหน้า: 4
ISBN: 9781457706875
นอก: 0146-9428
eISSN: 1745-4557
ภาษา: English-Great Britain (EN-GB)
บทคัดย่อ
To understand behaviors of any nature living system, a lot of experiments have to be done especially on the actual living system. Alternatively, artificial life is a sub field in artificial intelligence in which living behaviors are simulated and analyzed within computers. Virtually, artificial life can be roughly used to study of living behaviors and systems. In this work, a survival game is tested toward a colony of simulated robots. A number of simulated robots are put in a survival experiment in which the robots must try to save their life as long as possible. Initially, every robot is designed to have a brain as an artificial neural network. They have the same structure of neural network, but the different internal weights, which randomly generated. To survive, the robots must be capable of finding and eating food item to regain their reduced power otherwise they die. When a robot died, a new robot is born from two remaining robots by applying the idea of crossover operation in evolutionary computing techniques. The longer the robot lives, the better chance its own weights are spread over the population. Expectedly, at the end, some interesting behaviors will emerge as the good robot programs and robot performances are also increased. Initial experiments show the good sign for emergence of interesting robot programs. ฉ 2011 IEEE.
คำสำคัญ
artificial life, simulation robots
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