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IPA Herfstdagen 2004 Intelligent Algorithms Introduction. Mark de Berg TU Eindhoven. IPA Herfstdagen 2004: Intelligent Algorithms. The modern information society: integrated or interconnected systems operating in and interacting with a changing environment. IPA agenda 2002 — 2006:
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IPA Herfstdagen 2004 Intelligent Algorithms Introduction Mark de Berg TU Eindhoven
IPA Herfstdagen 2004: Intelligent Algorithms The modern information society: integrated or interconnected systems operating in and interacting with a changing environment IPA agenda 2002 — 2006: • Intelligent Algorithms • Security • Networked embedded systems • Compositional programming methods
IPA Herfstdagen 2004: Intelligent Algorithms Traditional algorithms • single shot (operates at discrete times) • unaware of and not interacting with environment • static: behavior is fixed Intelligent algorithms • always on (operates continuously) • aware of and interacts with environment • adaptive: behavior changes over time environment environment algorithm algorithm output input
environment algorithm IPA Herfstdagen 2004: Intelligent Algorithms how to deal with continuous input? how to quantify efficiency? Intelligent algorithms • always on • aware • adaptive need to understand and model the environment need to predict reactions of the environment adapt to changing environment need to learn from results of previous actions
IPA Herfstdagen 2004: Intelligent Algorithms how to deal with continuous input? how to quantify efficiency? understand and model environment understand and model environment • always on • aware • adaptive predict reactions of the environment predict reactions of the environment adapt to changing environment learn from results learn from results PROGRAM HERFSTDAGEN Monday • learning in robots, agents, and homes Tuesday • ambient intelligence • recommender systems • quality of experience • bio-informatics data mining
IPA Herfstdagen 2004: Intelligent Algorithms how to deal with continuous input? how to quantify efficiency? understand and model environment understand and model environment • always on • aware • adaptive predict reactions of the environment predict reactions of the environment adapt to changing environment adapt to changing environment learn from results PROGRAM HERFSTDAGEN Wednesday • data mining • ad-hoc and sensor networking SOCIAL EVENT Thursday • agents in economic games Friday • human-algorithm interaction • semantic web