. "[B0692945E2B3]" . "http://link.springer.com/content/pdf/10.1007%2F978-3-642-16178-0_2" . . "Research Challenges in Simulation Aided Design of Complex Multi-agent Systems"@en . . . "Multiagent System Technologies: Lecture Notes in Artificial Intelligence" . "1"^^ . "Berlin" . "2010-09-27+02:00"^^ . . "284909" . "000289106100002" . . . . "Research Challenges in Simulation Aided Design of Complex Multi-agent Systems" . "I" . "Research Challenges in Simulation Aided Design of Complex Multi-agent Systems" . "Jakob, Michal" . "2"^^ . "Springer-Verlag" . "2"^^ . "P\u011Bchou\u010Dek, Michal" . "In today's world, we are increasingly surrounded by and reliant on complex sys- tems and infrastructures. Often, the se systems behave far from the optimum or even highly undesirable. Roads in our cities are congested, plane trips fre- quently delayed, computer networks rout inely overrun by worms and elektricity grids fail in split-second cascade react ions. Our systems have become massively interwoven and interdependent making both highly positive and negative chain reactions possible in critical systems. The systems that surround us, that provide us with communication, energy resources and support our safety and komfort are increasingly decentralized, interno nnected and autonom ous, with more and more decisions originating at the level of individual subsystems rather than be- ing imposed top-down. These systems are characterized by large numbers of geographically dispersed active entities with a complex network of mutual in- teractions and feedbacks, together giving rise to dynamic, non-linear emergent behavior which is very difficult to understand and even more difficult to control"@en . . . "Research Challenges in Simulation Aided Design of Complex Multi-agent Systems"@en . . "21230" . "978-3-642-16177-3" . "Computer Science; Artificial Intelligence"@en . "Leipzig" . "0302-9743" . "In today's world, we are increasingly surrounded by and reliant on complex sys- tems and infrastructures. Often, the se systems behave far from the optimum or even highly undesirable. Roads in our cities are congested, plane trips fre- quently delayed, computer networks rout inely overrun by worms and elektricity grids fail in split-second cascade react ions. Our systems have become massively interwoven and interdependent making both highly positive and negative chain reactions possible in critical systems. The systems that surround us, that provide us with communication, energy resources and support our safety and komfort are increasingly decentralized, interno nnected and autonom ous, with more and more decisions originating at the level of individual subsystems rather than be- ing imposed top-down. These systems are characterized by large numbers of geographically dispersed active entities with a complex network of mutual in- teractions and feedbacks, together giving rise to dynamic, non-linear emergent behavior which is very difficult to understand and even more difficult to control" . . . "RIV/68407700:21230/10:00203909!RIV13-MSM-21230___" . "RIV/68407700:21230/10:00203909" . . .