Natural Computing and Beyond: Winter School Hakodate 2011, Hakodate, Japan, March 2011 and 6th International Workshop on Natural Computing, Tokyo, ... in Information and Communications Technology)
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This book contains the joint proceedings of the Winter School of Hakodate (WSH) 2011 held in Hakodate, Japan, March 15–16, 2011, and the 6th International Workshop on Natural Computing (6th IWNC) held in Tokyo, Japan, March 28–30, 2012, organized by the Special Interest Group of Natural Computing (SIG-NAC), the Japanese Society for Artificial Intelligence (JSAI). This volume compiles refereed contributions to various aspects of natural computing, ranging from computing with slime mold, artificial chemistry, eco-physics, and synthetic biology, to computational aesthetics.
suggest that we could expect new successors to extend this lineage from fine arts. We have learned these things from natural computing. Acknowledgement. This work was supported by JSPS KAKANHI Grant Number 21520133. Open Access. This chapter is distributed under the terms of the Creative Commons Attribution Noncommercial License, which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. References Batteux, C.: Les
eﬀectives of random jumps of the Dissipative Particle Swarm Optimization (PSO) against clustering the candidate solutions to enrich the search space in Clustered Population Based Incremental Learning (PBIL), which we call K-Means PBIL (KPBIL). We use PSO to solve the S-System and KPBIL to solve the RNN. The paper is organized as follows; ﬁrst, we present a brief introduction to both techniques, we show how to use the S-System and RNN to do reverse engineering of GRN. Then, we introduce the two
regeneration therapy. Open Access. This chapter is distributed under the terms of the Creative Commons Attribution Noncommercial License, which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. References 1. Connor, M.R., Atsumi, S.: Synthetic biology guides biofuel production. J. Biomed. Biotechnol. 2010, 541698 (2010) 2. Ruder, W.C., Lu, T., Collins, J.J.: Synthetic biology moving into the clinic. Science 333,
to rescue judgment from such difficulty and gives another potent principle to judgment reflecting upon nature. It is a principle that holds the “lawful unity” of nature (Kant 70). We can assume that the great, confounding multiplicity nevertheless has unity under a few principles. 2.2 2.2.1 A Principle of Purposiveness and Two Kinds of Judgment A Principle of Purposiveness for Cognitive Faculties To this “lawful unity”, Kant gives another name. He calls it “a principle of purposiveness for our
similar capacity. It is attractive to continue to study the time memory found in this report since the study might give a hint at origin of memory capacity in organism. In the future, we will examine the other species. It is also interesting to test a more complex time sequence of stimulation. A possible sequence can be multiply periodic and irregular. Then we may evaluate a level of capacity. Because the responses seems not so simple as observed in this report, we need a powerful method to