The term Innovative Computing (IC) covers all new computational issues and all machine and deep learning aspects related to evolutionary computation, bio-inspired computing, neuro-computing, and fuzzy computing as well as other new state-of-art computing paradigms. It looks for all the possibilities of these mature computing paradigms to establish new findings and applications that will illuminate the future of ICT. Most importantly, innovative computing can be applied and adopted to different industries, such as business administration, sales and marketing, finance, social networks, e-commerce, healthcare, and other domains related to daily life. The evolutionary mechanism and real-world applications of Innovative Computing need to be investigated in greater depth.