Swami Dayananda Saraswati founded the Arya Samaj in 1875 as a Hindu reform movement that emphasized the Vedas, opposed caste discrimination, child marriage, and idol worship, and promoted education and social equality. His book 'Satyarth Prakash' outlines the movement's principles.